Prof. Dr. Heiko Paulheim
Chair for Data Science and University Vice President
B6, 26, Room B0.22
heiko (at) informatik.uni-mannheim.de
Assistant: Ms. Ezgi Yilmaz.
Note: As of October 1st, 2024, I act as a university vice president, thus, my teaching is very limited. This also includes thesis supervision, for which I have strictly limited capacities.
Short CV
since 2024 University vice president for digitalization, equal opportunity, and diversity since 2018 Full professor for Data Science, University of Mannheim 2017–2018 Substitute professor for Data Science, University of Mannheim 2014–2017 Assistant professor for Web Data Mining, University of Mannheim 2013–2014 Postdoctoral researcher, University of Mannheim 2011–2013 Postdoctoral researcher, Technical University Darmstadt 2011 PhD in Computer Science, Technical University Darmstadt 2008–2011 Research associate, SAP Research 2008 M.Sc. in Computer Science, Technical University Darmstadt 2006–2008 Researcher, University of Applied Science, Darmstadt 2005 B.Sc. in Computer Science, University of Applied Science, Darmstadt More on the Web
- Publications on MADOC (University of Mannheim's Publication Server)
- Publications at DBLP
- Publications at Google Scholar
- Slides at SlideShare
- Recorded talks at VideoLectures
- Updates on Twitter
Research interests
- Knowledge Graphs on the Web and their Applications
- Data Quality and Data Cleaning on Knowledge Graphs
- Using Knowledge Graphs in Data Mining
- Societal Impact of Artificial Intelligence
Past and ongoing projects:
- CaLiGraph – a knowledge graph build from Wikipedia Categories and List Pages
- DBkWik – a knowledge graph build from thousands of Wikis
- WebIsALOD – a hypernym graph extracted from the Web
- RapidMiner LOD Extension – a tool for consuming semantic web data in RapidMiner
- RDF2vec – a method for transforming RDF graphs into numeric vectors for consumption in data mining
Awards and Nominations
- Best paper award at Knowledge Graph and Semantic Web Conference, 2022.
Sven Hertling and Heiko Paulheim: DBkWik++ – Multi Source Matcing of Knowledge Graphs - Best paper award at Semantics 2022.
Franz Krause, Tobias Weller, and Heiko Paulheim: On a Generalized Framework for Time-Aware Knowledge Graphs. - Outstanding reviewer award at European Semantic Web Conference, 2022.
- Best poster award at European Semantic Web Conference, 2022.
Jan Portisch and Heiko Paulheim: Walk this Way! Entity Walks and Property Walks for RDF2vec. - Runner up for best paper award at 2nd International Workshop on Knowledge Graphs for Online Discourse Analysis, 2022.
Mehwish Alam, Andreea Iana, Alexander Grote, Katharina Ludwig, Philipp Müller, and Heiko Paulheim: Towards Analyzing the Bias of News Recommender Systems Using Sentiment and Stance Detection. - Challenge Winner at Semantic Reasoning Challenge 2021 (Task 1: Datasets).
Nicolas Heist, Heiko Paulheim: The CaLiGraph Ontology as a Challenge for OWL Reasoners. - Runner up for best poster award at Semantics 2021.
Malte Brockmeier, Yawen Liu, Sunita Pateer, Sven Hertling, and Heiko Paulheim: On-Demand and Lightweight Knowledge Graph Generation – a Demonstration with DBpedia. - Best demonstration award at Extended Semantic Web Conference 2021.
Tabea-Clara Bucher, Xuehui Jiang, Ole Meyer, Stephan Waitz, Sven Hertling, and Heiko Paulheim: scikit-learn Pipelines meet Knowledge Graphs – The Python kgextension package. - Outstanding reviewer award for Semantic Web Journal, 2018
- 2nd price CCC Blue Sky Ideas Track at International Semantic Web Conference 2018
Heiko Paulheim: How Much is a Triple? - Best demonstration award at Extended Semantic Web Conference 2016.
Anna Lisa Gentile, Sabrina Kirstein, Heiko Paulheim, and Christian Bizer: Extending RapidMiner with Data Search and Integration Capabilities. - Outstanding Reviewer for Journal of Web Semantics, March 2015
- Winner of the Open Track at the Semantic Web Challenge 2014, Riva del Garda, Italy, October 2014. Petar Ristoski, Christian Bizer, and Heiko Paulheim: Mining the Web of Linked Data with RapidMiner.
- Winner of the Big Data Track at the Semantic Web Challenge 2014, Riva del Garda, Italy, October 2014. Oliver Lehmberg, Dominique Ritze, Petar Ristoski, Kai Eckert, Heiko Paulheim, and Christian Bizer: Extending Tables with Data from over a Million Websites.
- Best performing approach for task 1 and 3, and best performing approach overall at ESWC-14 Challenge: Linked Open Data-enabled Recommender Systems (P. Ristoski, E. Mencía, H. Paulheim: A Hybrid Multi-Strategy Recommender System Using Linked Open Data)
- Best Poster, International Semantic Web Conference 2013 (H. Paulheim, S. Hertling: Discoverability of SPARQL Endpoints in Linked Open Data)
- Winner of SemStats challenge 2013 (P. Ristoski, H. Paulheim: Analyzing Statistics with Background Knowledge from Linked Open Data)
- Best lecture award by Student Association of the Computer Science Department, TU Darmstadt, Winter term 2012/
2013 - Best Semantic Web in Use Paper, Extended Semantic Web Conference 2012 (H. Paulheim: Generating Possible Explanations for Statistics from Linked Open Data)
- Best Demonstration, Extended Semantic Web Conference 2012 (H. Paulheim: Nobody Wants to Live in a City Where No Music Has Been Recorded)
- AI Mashup Challenge (2nd Prize), 2012 (A. Schulz, H. Paulheim: Mashup for Identifying Criticial Infrastructure)
- Prize for best dissertation (nominee), German Informatics Society, 2011 (Dissertation title: “Ontology based application integration on the user interface level”)
- Outstanding thesis award (nominee), Department of Computer Science, University of Applied Sciences, Darmstadt, 2005 (Thesis title: “Concepts and applications of modern code generators”)
Awards Won by Supervisees
- Petar Ristoski: SWSA Distinguished Dissertation Award, 2019
- Dominik Wienand: Best Master Degree Award by Deutsche Gesellschaft für Informations- und Datenqualität (DGIQ), 2013
- Atila Erdogan: Otto-Johannsen-Price for best Master's thesis in business informatics, University of Reutlingen, 2010
- Best paper award at Knowledge Graph and Semantic Web Conference, 2022.
Invited Talks
- International Joint Conference on Rules and Reasoning, Oslo, 19.09.2023
Keynote: Knowledge Graph Embeddings meet Symbolic Schemas, or: what do they Actually Learn? Slides - Plate-Forme Intelligence Artificielle, Strasbourg, 04.07.2023
Keynote: New Adventures in RDF2vec - Statistical Modeling in Psychology Summer School, Mannheim, 26.06.2023
Keynote: AI algorithms and how they interact with Society - International Workshop on Knowledge Graph Generation from Text, Heraklion, 29.05.2023
Keynote: Knowledge Graph Generation from Wikipedia in the Age of ChatGPT: Knowledge Extraction or Knowledge Hallucination? - Neuro-Symbolic AI Focus Group, BOSCH, Renningen, 15.02.2023
- Keynote: New Adventures in RDF2vec
- Honda Research Institute, Offenbach, 01.02.2023
Invited Talk: Knowledge Graphs – Data Quality and Embeddings - Data Science in Action Lecture Series, Mannheim, 29.09.2022
Invited Lecture: Knowledge Matters! The Role of Knowledge Graphs in Modern AI Systems - Science Night, Mannheim, 10.09.2022
Invited Talk: KI macht doch nur das, wofür sie programmiert wurde – oder?! - International Semantic Web Summer School, Bertinoro, 05.07.2022
Invited Lecture: Machine Learning Embeddings for Large Knowledge Graphs, together with Claudia d'Ama - Forschungstag der Baden-Württemberg-Stiftung, Stuttgart, 30.06.2022
Keynote: KI macht doch nur das, wofür sie programmiert wurde – oder?! - Summit Industrie 4.0, Vienna, 30.05.2022
Keynote:Knowledge Graphs als Schlüsseltechnologie für moderne KI-Systeme - Seminar on Relational (Graph) Learning, Amsterdam, 17.03.2022
Invited Talk: What do Knowledge Graph Embeddings Learn? - Vrije Universiteit Amsterdam, 14.02.2022
Invited Talk: New Adventures in RDF2vec - BBC Datalab, online, 14.12.2021
Invited Talk: New Adventures in RDF2vec - Johannes-Kepler-Universität Linz, 16.11.2021
Invited Lecture: Knowledge Matters! The Role of Knowledge Graphs in Modern AI Systems - 2nd Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents (EEKE2021), online, 30.09.2021
Keynote: From Wikis to Knowledge Graphs: Approaches and Challenges beyond DBpedia and YAGO - SAP SE, Walldorf, 11.08.2021
Invited Talk:Using Knowledge Graphs in Data Science – From Symbolic to Latent Representations and a few Steps Back - NEC Laboratories Europe, Heidelberg, 09.06.2020
Invited Talk: Beyond DBpedia and YAGO – The New Kids on the Knowledge Graph Block - GESIS, Cologne, 04.03.2020
Invited Talk: Beyond DBpedia and YAGO – The New Kids on the Knowledge Graph Block - 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2019), Galway, Ireland, 05.12.2019
Keynote: Beyond DBpedia and YAGO – The New Kids on the Knowledge Graph Block - Conference on Big Data and Competition Law: Setting the Agenda, Beijing, China, 07.09.2019
Invited Panel Talk: Big Data, Smart Algorithms, and Market Power – A Computer Scientist’s Perspective - 2nd International Semantic Web Research Summer School, Bertinoro, Italy, 02.07.2019
Invited Lecture: Machine Learning and Embeddings for Large Knowledge Graphs, together with Claudia d'Amato
- 13th DBpedia Community Meeting, Leipzig, Germany, 23.05.2019
Keynote: From Wikipedia to Thousands of Wikis – The DBkWik Knowledge Graph - Annual Conference of the Leibniz ScienceCampus MaCCI, Mannheim, Germany, 28.04.2019
Invited Panel Talk: Big Data, Smart Algorithms, and Market Power – A Computer Scientist’s Perspective - Reasoning Web Summer School, Luxembourg, 25.09.2018
Invited Lecture: Machine Learning with and for Semantic Web Knowledge Graphs - 4th International Workshop on Dataset PROFIling & fEderated Search for Web Data, Vienna, Austria, 22.10.2017
Keynote: Towards Knowledge Graph Profiling - 3rd Keystone Training School, Vienna, Austria, 22.08.2017
Keynote: Knowledge Graphs on the Web – which information can we find in them, and which can we not? - Kompetenzzentrum Interoperable Metadaten (KIM) Workshop, Mannheim, Germany, 04.04.2016
Keynote: Linked Open Data und Strukturiertes Markup im Web - Platform Linked Data Netherlands, Hilversum, Netherlands, 29.09.2015
Keynote: Linked Open Data enhanced Knowledge Discovery - 2nd International Workshop on Dataset PROFIling & fEderated Search for Linked Data, Portoroz, Slovenia, 01.06.2015
Keynote: What the Adoption of schema.org Tells About Linked Open Data - Data Mining on Linked Data Workshop, Prague, Czech Republic, 23.09.2013
Keynote: Exploiting Linked Open Data as Background Knowledge in Data Mining - Reasoning Web Summer School, Mannheim, Germany, 30.07.2013
Invited Lecture: Linked Data on the Web, together with Christian Bizer.
- International Joint Conference on Rules and Reasoning, Oslo, 19.09.2023
Teaching
At the University of Mannheim, I am or have been teaching the following courses:
- Database Technology, HWS 2017 (one off offering) and every FSS since 2018
- Data Mining I, every HWS since 2013 (except for research semester 2021)
- Data Mining II, every FSS since 2014
- Semantic Web Technologies, every HWS since 2015
- Seminar Selected Topics in Data Science, every FSS since 2019. Topics in the past:
- Knowledge Graphs (2019)
- Research on Wikipedia (2021)
- Explainable AI (2022)
- Seminar AI and Data Science in Fiction and Society, every HWS since 2018
- Team Project “Developing a Python Library for News Recommenders”, FSS 2022
- Team Project “Understanding the Role of Disinformation in the 2021 German Federal Election”, FSS 2022
- Team Project “Do Vegans Dream of Eclectic Reach?”, FSS 2021
- Team Project “Real Time Knowledge Graph Creation”, HWS 2020
- Team Project “Knowledge Graph Extension for Python”, FSS 2020
- Team Project “Knowledge Graph Extraction from the Fine Print”, FSS 2020
- Team Project “Knowledge Graphs for International Tax Regulation”, HWS 2019
- Team Project “Bot Development for Wikipedia”, HWS 2019
- Team Project “Predicting the Quality of Conferences”, FSS 2019
- Team Project “Data Analytics on a Ticketing System”, FSS 2019
- Team Project “Development of a Pipeline for Entity and Relation Extraction from Medical Texts”, FSS 2018
- Team Project “Recommender System for Scientific Publication Opportunities”
- Team Project “Topic Monitoring in the Pharmaceutical Industry”, FSS 2017
- Team Project “Knowledge Extraction from WikiFarms”, FSS 2017
- Team Project “Large Scale Information Extraction from the Web”, HWS 2013/
FSS2014 - Team Project “DBpedia++: Extending the Knowledge in DBpedia from Diverse Sources”, HWS 2013/
FSS2014
Information for Thesis Applicants
During my term as a university vice president, I only have very few places for thesis supervision, therefore, I can only accept candidates who (1) show a strong interest in my core research areas and (2) have very good marks.
If you think you qualify for these two conditions, here is some information for you:
- As a first touch point, please fill this form, and e-mail it to Ms. Ezgi Yilmaz, together with a transcript of records.
- This is your application for a master's thesis.
- Just like when applying for a job, appartement, etc., your application is competing with others.
- I do get a lot of requests, which usually exceed my supervision capacities. Thus, it is possible that I cannot consider your application.
- Once I scanned your form, and given that I have free capacity, we'll schedule an appointment to discuss possible topics.
- I do not have an openly available list, but most of my topics are centered around knowledge graphs.
- Feel free to bring your own topic suggestions, as long as they fit into my research topics (see above).
- Theses with companies are possible, but only under certain conditions:
- The topic has to fit into my research topics (see above).
- The thesis still has to be scientific (e.g., “apply method X from the literature to dataset Y” is not scientific).
Please do also have a look at the general DWS thesis guidelines.
- As a first touch point, please fill this form, and e-mail it to Ms. Ezgi Yilmaz, together with a transcript of records.
Community Service
Chair
- Research Track Chair at 18th Extended Semantic Web Conference (ESWC 2021)
- Chair of Workshop on Combining Symbolic and Sub-symbolic methods and their Applications (CSSA 2020)
- Challenge co-chair at 17th International Semantic Web Conference (ISWC 2018)
- Chair of Workshop on Knowledge Discovery and Machine Learning (KDML 2018)
- Workshops and Tutorial co-chair at 15th Extended Semantic Web Conference (ESWC 2018)
- Challenge co-chair at 16th International Semantic Web Conference (ISWC 2017)
- Poster and demo chair of 14th Extended Semantic Web Conference (ESWC 2017)
- Poster and demo chair of 15th International Semantic Web Conference (ISWC 2016)
- Chair of 5th Workshop on Data Mining and Knowledge Discovery Meets Linked Open Data (Know@LOD 2016)
- Chair of 1st International Workshop on Completing and Debugging the Semantic Web (CoDeS 2016)
- Publicity chair of 13th Extended Semantic Web Conference (ESWC 2016)
- Chair of 3rd Workshop on Linked Data for Information Extraction (LD4IE 2015)
- Chair of 3rd Workshop on NLP&DBpedia (NLP&DBpedia 2015)
- Chair of 4th Workshop on Data Mining and Knowledge Discovery Meets Linked Open Data (Know@LOD 2015)
- Chair of 3rd Workshop on Human Semantic Web Interaction (HSWI 2014)
- Meta Data Chair at 14th International Semantic Web Conference (ISWC 2015)
- Chair of 2nd Workshop on NLP&DBpedia (NLP&DBpedia 2014)
- Chair of 2nd Workshop on Linked Data for Information Extraction (LD4IE 2014)
- Chair of 3rd Workshop on Data Mining and Knowledge Discovery Meets Linked Open Data (Know@LOD 2014)
- Chair of 2nd Workshop on Human Semantic Web Interaction (HSWI 2014)
- Chair of 1st Workshop on Linked Data for Information Extraction (LD4IE 2013)
- Chair of 1st Workshop on Human Semantic Web Interaction (HSWI 2013)
- Chair of 2nd Workshop on Data Mining and Knowledge Discovery Meets Linked Open Data (Know@LOD 2013)
- Chair of 1st Workshop on Data Mining and Knowledge Discovery Meets Linked Open Data (Know@LOD 2012)
- Chair of 3rd Workshop on Semantic Models for Adaptive Interactive Systems (SEMAIS 2012)
- Chair of 2nd Workshop on Semantic Models for Adaptive Interactive Systems (SEMAIS 2011)
Editorial Board Member
- Intelligent Information Systems (since 2020)
- Information Systems (since 2018)
- Web Semantics (since 2016)
- Web Intelligence (since 2015)
Senior PC Member and Track Chair
- Senior PC Member at 20th International Semantic Web Conference (ISWC 2021)
- Resource Track Chair at 17th Extended Semantic Web Conference (ESWC 2020)
- Senior PC Member at 24th European Conference on Artificial Intelligence (ECAI 2020)
- Senior PC Member at 18th International Semantic Web Conference (ISWC 2019)
- Senior PC Member at 12th International Conference on Semantic Systems (SEMANTiCS 2016)
- Senior PC Member at 11th International Conference on Semantic Systems (SEMANTiCS 2015)
- Track Chair for Semantic Web Applications at 15th International Conference on Web Engineering (ICWE 2015)
- Track Chair for Machine Learning at 12th Extended Semantic Web Conference (ESWC 2015)
PC Member
- 20th International Semantic Web Conference (ISWC 2022)
- Workshop on Deep Learning for Knowledge Graphs (DL4KG 2022)
- 23rd International Conference on Knowledge Engineering and Knowledge Management (EKAW 2022)
- 45th German Conference on Artificial Intelligence (KI 2022)
- 2nd International Joint Conference on Learning and Reasoning (IJCLR 2022)
- 19th International Conference on Principles of Knowledge Representation and Reasoning (KR 2022)
- 19th Extended Semantic Web Conference (ESWC 2022)
- 11th International Conference on Knowledge Capture (K-CAP 2021)
- Workshop on Deep Learning for Knowledge Graphs (DL4KG 2021)
- 1st International Joint Conference on Learning and Reasoning (IJCLR 2021)
- 44th German Conference on Artificial Intelligence (KI 2021)
- 19th International Semantic Web Conference (ISWC 2020)
- 29th ACM International Conference on Information and Knowledge Management (CIKM2020)
- 16th International Conference on Semantic Systems (Semantics 2020)
- 43rd German Conference on Artificial Intelligence (KI 2020)
- The 22nd International Conference on Knowledge Engineering and Knowledge Management (EKAW 2020)
- The 4th International Joint Conference on Rules and Reasoning (RuleML+RR 2020)
- 10th International Conference on Web Intelligence, Mining and Semantics (WIMS 2020)
- Workshop on Deep Learning for Knowledge Graphs (DL4KG 2020)
- 18th International Semantic Web Conference (ISWC 2019)
- 42nd German Conference on Artificial Intelligence (KI 2019)
- 15th International Conference on Semantic Systems (SEMANTiCS 2019)
- 16th Extended Semantic Web Conference (ESWC 2019)
- Workshop on Data Quality Management in Wikidata 2019
- 9th IEEE International Conference on Big Knowledge (ICBK 2018)
- 21st International Conference on Knowledge Engineering and Knowledge Management (EKAW 2018)
- 17th International Semantic Web Conference (ISWC 2018)
- 41st German Conference on Artificial Intelligence (KI 2018)
- 14th International Conference on Semantic Systems (SEMANTiCS 2018)
- 27th International Joint Conference on Artificial Intelligence (IJCAI 2018)
- 29th ACM Conference on Hypertext and Social Media (HyperText 2018)
- 15th Extended Semantic Web Conference (ESWC 2018)
- 8th International Conference on Web Intelligence, Mining and Semantics (WIMS 2018)
- 27th International World Wide Web Conference (WWW 2018)
- 16th International Conference on Ontologies, DataBases, and Applications of Semantics (ODBASE 2017)
- 16th International Semantic Web Conference (ISWC 2017)
- 13th International Conference on Semantic Systems (SEMANTiCS 2017)
- 40th German Conference on Artificial Intelligence (KI 2017)
- 28th ACM Conference on Hypertext and Hypermedia, 2017
- 22nd International Conference on Natural Language & Information Systems (NLDB 2017)
- 1st International Conference on Language, Data, and Knowledge (LDK 2017)
- 14th Extended Semantic Web Conference (ESWC 2017)
- 10th International Workshop on Linked Data on the Web (LDOW 2017)
- 15th International Semantic Web Conference (ISWC 2016)
- 7th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2016)
- 17th International Conference on Electronic Commerce and Web Technologies (EC-Web 2016)
- 25th International Joint Conference on Artificial Intelligence (IJCAI 2016)
- 27th ACM Conference on Hypertext (Hypertext 2016)
- 16th International Conference on Web Engineering (ICWE 2016)
- 6th International Conference on Web Intelligence, Mining, and Semantics (WIMS 2016)
- 21st International Conference on Applications of Natural Language to Information Systems (NLDB 2016)
- 3rd International Workshop on Dataset PROFIling & fEderated Search for Linked Data (PROFILES 2015)
- 3rd International Workshop on Linked Data Quality (LDQ 2016)
- 13th Extended Semantic Web Conference (ESWC 2016)
- 9th International Workshop on Linked Data on the Web (LDOW 2016)
- 19th International Workshop on the Web and Databases (WebDB 2016)
- 2nd International Workshop on Machine Learning for Urban Sensor Data (SenseML 2015)
- 9th Multi-Disciplinary Workshop on Artificial Intelligence (MIWAI 2015)
- 10th International Workshop on Ontology Matching (OM 2015)
- 4th International Workshop on Intelligent Exploration of Semantic Data (IESD 2015)
- 14th International Semantic Web Conference (ISWC 2015)
- 18th International Conference on Interactive Collaborative Learning (ICL 2015)
- 26th ACM Conference on Hypertext (Hypertext 2015)
- 5th International Conference on Web Intelligence, Mining, and Semantics (WIMS 2015)
- 4th International Workshop on Debugging Ontologies and Ontology Mappings (WoDOOM 2015)
- 2nd International Workshop on Dataset PROFIling & fEderated Search for Linked Data (PROFILES 2015)
- 2nd International Workshop on Linked Data Quality (LDQ 2015)
- 1st International Workshop on Summarizing and Presenting Entities and Ontologies (SumPre 2015)
- 8th International Workshop on Linked Data on the Web (LDOW 2015)
- 3rd International Workshop on the Theory and Practice of Social Machines (SOCM 2015)
- 2nd International Conference on Information and Communication Technologies for Disaster Management (ICT-DM’2015)
- 20th International Conference on Application of Natural Language to Information Systems (NLDB 2015)
- 5th International Conference on Web Intelligence, Mining, and Semantics (WIMS 2015)
- 1st International Workshop on Visualizations and User Interfaces for Knowledge Engineering and Linked Data Analytics (VISUAL 2014)
- 3rd International Workshop on Semantic Web Enterprise Adoption and Best Practice (WASABI SI 2014)
- 8th Multi-Disciplinary International Workshop on Artificial Intelligence (MIWAI 2014)
- 3rd International Workshop on Intelligent Exploration of Semantic Data (IESD 2014)
- 4th International Workshop on Linked Science (LISC 2014)
- 1st International Workshop on Natural Language Interfaces for Web of Data (NLIWoD 2014)
- 9th International Workshop on Ontology Matching (OM 2014)
- 1st International Workshop on Linked Data for Knowledge Discovery (LD4KD 2014)
- 1st International Workshop on Machine Learning for Urban Sensor Data (SenseML 2014)
- 1st Workshop on Linked Data Quality (LDQ 2014)
- 10th International Conference on Semantic Systems (SEMANTICS 2014)
- 25th ACM Conference on Hypertext and Social Media (HYPERTEXT 2014)
- 21st European Conference on Artificial Intelligence (ECAI 2014)
- 11th Extended Semantic Web Conference (ESWC 2014)
- 1st International Workshop on Dataset PROFIling & fEderated Search for Linked Data (PROFILES2014)
- 2nd Workshop on Semantic Web Enterprise Adoption and Best Practice (WaSABi 2014)
- 4th International Conference on Web Intelligence, Mining, and Semantics (WIMS 2014)
- 7th Workshop on Linked Data on the Web (LDOW 2014)
- 1st International Conference on ICTs for Disaster Management (ICT-DM'2014)
- Smart University Workshop (SmartUni 2013)
- 8th International Workshop on Ontology Matching (OM 2013)
- 1st Workshop on Semantic Web Enterprise Adoption and Best Practice (Wasabi 2013)
- 7th Multi-Disciplinary International Workshop on Artificial Intelligence (MIWAI 2013)
- 9th International Conference on Semantic Systems (I-Semantics 2013)
- 5th AI Mashup Challenge 2013
- 12th International Semantic Web Conference (ISWC 2013)
- 12th International Workshop on Web Semantics and Web Intelligence (WebS 2013)
- 3rd International Conference on Web Intelligence, Mining, and Semantics (WIMS 2013)
- 6th Workshop on Linked Data on the Web (LDOW 2013)
- 24th ACM Conference on Hypertext and Social Media (HYPERTEXT 2013)
- Twenty-Seventh Conference on Artificial Intelligence (AAAI 2013)
- 6th Multi-Disciplinary International Workshop on Artificial Intelligence (MIWAI 2012)
- 8th International Conference on Semantic Systems (I-Semantics 2012)
- 11th International Workshop on Web Semantics (WebS 2012)
- European Conference on Artificial Intelligence (ECAI 2012)
- Twenty-Sixth Conference on Artificial Intelligence (AAAI 2012)
- 2nd International Conference on Web Intelligence, Mining and Semantics (WIMS 2012)
- IEEE International Conference on Advanced Information Networking and Applications (AINA 2012)
- International Conference on Model Engineering and Data Engineering (MEDI 2011)
- Software Support for User Interface Description Language (UIDL 2011)
Reviewer for Journals
- Artificial Intelligence
- Data Science
- Machine Learning
- IAES International Journal of Artificial Intelligence
- IEEE Intelligent Systems
- IEEE Transactions on Knowledge and Data Engineering
- Data Mining and Knowledge Discovery
- Journal of Web Semantics
- Journal on Data Semantics
- ACM Journal on Data and Information Quality
- International Journal on Semantic Web and Information Systems
- Big Data Research
- Data Technologies and Applications
- Artificial Intelligence Tools
- Language Resources and Evaluation
- ACM Transactions on Interactive Intelligent Systems
- Information Systems
- Information Sciences
- IEEE Transactions on Emerging Topics in Computational Intelligence
- Future Generation Computer Systems
- Computational Intelligence and Neuroscience
- Journal of Big Data
- Knowledge and Information Systems
- Knowledge Engineering Review
- Information Fusion
- World Wide Web: Internet and Web Information Systems
- Journal of Web Engineering
- Journal of Biomedical Semantics
- Computer Communications
- Journal of Universal Computer Science
- Journal of Simulation
- PLOS One
- WIREs Data Mining and Knowledge Discovery
- Microprocessors and Microsystems
Reviewer for Conferences and Workshops
- Joint Conference on Digital Libraries (JCDL 2013)
- International Conference on Intelligent User Interfaces (IUI 2012–2013)
- ACM SIGCHI Conference on Human Factors in Computing Systems (CHI 2012–2013)
- International Conference on Web Engineering (ICWE 2012)
- ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2011–2012)
- ACM Conference on Designing Interactive Systems (DIS 2012)
- 4th International Workshop on Web Intelligence & Communities
- SIAM International Conference on Data Mining (SDM 2012)
- International Conference on Knowledge Engineering and Ontology Development (KEOD 2009–2011)
- Annual German Conference on Artificial Intelligence (KI 2011)
- 19th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2011)
- Mobile HCI (2011)
Selected Publications
2024
- Böckling, M., Paulheim, H. and Detzler, S. (2024). Comparing spatial-temporal knowledge graph on spatial downstream tasks. In , International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2024) : 32nd ACM SIGSPATIAL (S. 581–584). , Association for Computing Machinery: New York, NY.
- Hubert, N., Paulheim, H., Brun, A. and Monticolo, D. (2024). Do similar entities have similar embeddings? In , The Semantic Web : 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26–30, 2024, Proceedings. Part I (S. 3–21). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Iana, A., Alam, M. and Paulheim, H. (2024). A survey on knowledge-aware news recommender systems. Semantic Web, 15, 21–82.
- Iana, A., Glavaš, G. and Paulheim, H. (2024). MIND your language: A multilingual dataset for cross-lingual news recommendation. In , Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14–18, 2024 (S. 553–563). , ACM: New York.
- Iana, A., Glavaš, G. and Paulheim, H. (2024). Train once, use flexibly: A modular framework for multi-aspect neural news recommendation. In , Findings of EMNLP 2024 : The 2024 Conference on Empirical Methods in Natural Language Processing : November 12–16, 2024 (S. 9555-9571). , Association for Computational Linguistics: Miami, Florida, USA.
- Kadel, P., Heist, N., Paulheim, H. and Mata, J. (2024). From pixels to palate: Communication around #vegan on Instagram and its relation with eating intentions. Appetite : Multidisciplinary Research on Eating and Drinking, 200, 1–10.
- Krause, F., Paulheim, H., Kiesling, E., Kurniawan, K., Leva, M. C., Estrada-Lugo, H. D., Stübl, G., Üre, N. K., Dominguez-Ledo, J., Khan, M., Demolder, P., Gaux, H., Heinzl, B., Hoch, T., Martinez-Gil, J., Silvina, A. and Moser, B. A. (2024). Managing human-AI collaborations within Industry 5.0 scenarios via knowledge graphs: key challenges and lessons learned. Frontiers in Artificial Intelligence, 7, 1–20.
- Portisch, J. and Paulheim, H. (2024). The RDF2vec family of knowledge graph embedding methods : An experimental evaluation of RDF2vec variants and their capabilitie. Semantic Web, 15, 845–876.
- Schlechtinger, M., Kosack, D., Krause, F. and Paulheim, H. (2024). By fair means or foul: Quantifying collusion in a market simulation with deep reinforcement learning. In , Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, IJCAI-24 : main track (S. 485–493). , International Joint Conferences on Artificial Intelligence Organization: Darmstadt ; Vienna.
- Sousa, R. T. and Paulheim, H. (2024). Integrating heterogeneous gene expression data through knowledge graphs for improving diabetes prediction. In , SeWeBMeDa 2024 : Proceedings of the 7th Workshop on Semantic Web solutions for large-scale biomedical data analytics co-located with the ESWC 2024: Extended Semantic Web Conference (ESWC 2024) (S. 1–11). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
2023
- Baumgartner, M., Dell'Aglio, D., Paulheim, H. and Bernstein, A. (2023). Towards the web of embeddings: integrating multiple knowledge graph embedding spaces with FedCoder. Web Semantics, 75, 1–18.
- Biswas, R., Kaffee, L.-A., Cochez, M. and Paulheim, H. (2023). Knowledge graph embeddings: open challenges and opportunities. Transactions on Graph Data and Knowledge : TGDK, 1, 1–32.
- Breit, A., Waltersdorfer, L., Ekaputra, F. J., Iana, A. and Paulheim, H. (2023). Combining machine learning and semantic web: a systematic mapping study (extended abstract). NeSy 2023: 17th International Workshop on Neural-Symbolic Learning and Reasoning, La Certosa di Pontignano, Siena, Italy.
- Breit, A., Waltersdorfer, L., Ekaputra, F. J., Sabou, M., Ekelhart, A., Iana, A., Paulheim, H., Portisch, J., Revenko, A., Teije, A. . and van Harmelen, F. (2023). Combining machine learning and semantic web: A systematic mapping study. ACM Computing Surveys : CSUR, 55, 1–41.
- Böckling, M., Paulheim, H. and Detzler, S. (2023). Wildfire prediction for California using and comparing Spatio-Temporal Knowledge Graphs. Information Technology : IT, 65, 189–199.
- Böckling, M., Paulheim, H. and Detzler, S. (2023). Wildfire prediction using spatio-temporal knowledge graphs. In , D2R2 2023: Proceedings of the Second International Workshop on Linked Data-driven Resilience Research 2023 co-located with Extended Semantic Web Conference 2023 (ESWC 2023) (S. 1–11). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Ekaputra, F. J., Llugiqi, M., Sabou, M. and Paulheim, H. (2023). Describing and organizing semantic web and machine learning systems in the SWeMLS-KG. In , The semantic web : 20th International Conference, ESWC 2023, Hersonissos, Crete, Greece, May 28 – June 1, 2023 : proceedings (S. 372–389). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Heist, N., Hertling, S. and Paulheim, H. (2023). KGrEaT: a framework to evaluate knowledge graphs via downstream tasks. In , CIKM '23 : Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (S. 3938-3942). , Association for Computing Machinery: New York, NY.
- Heist, N. and Paulheim, H. (2023). NASTyLinker: NIL-aware scalable transformer-based entity linker. In , The Semantic Web : 20th International Conference, ESWC 2023, Hersonissos, Crete, Greece, May 28-June 1, 2023, Proceedings (S. 174–191). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Hertling, S. and Paulheim, H. (2023). OLaLa: Ontology matching with large language models. In , K-CAP ‘23 : proceedings of the 12th Knowledge Capture conference 2023, Pensacola, Florida, USA (S. 131–139). , Association for Computing Machinery: New York, NY.
- Hertling, S. and Paulheim, H. (2023). Transformer based semantic relation typing for knowledge graph integration. In , The semantic web: 20th international conference, ESWC 2023 Hersonissos, Crete, Greece, May 28–June 1, 2023 : proceedings (S. 105–121). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Hubert, N., Paulheim, H., Monnin, P., Brun, A. and Monticolo, D. (2023). Schema first! Learn versatile knowledge graph embeddings by capturing semantics with MASCHInE. In , K-CAP ‘23: Proceedings of the 12th Knowledge Capture Conference 2023: Pensacola, Florida, USA (S. 188–196). , Association for Computing Machinery: New York, NY.
- Iana, A., Alam, M., Grote, A., Nikolajevic, N., Ludwig, K., Müller, P., Weinhardt, C. and Paulheim, H. (2023). NeMig – A bilingual news collection and knowledge graph about migration. In , Proceedings of the International Workshop on News Recommendation and Analytics co-located with the 2023 ACM Conference on Recommender Systems (RecSys 2023) (S. 1–22). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Iana, A., Glavaš, G. and Paulheim, H. (2023). NewsRecLib: A PyTorch-Lightning library for neural news recommendation. In , EMNLP 2023, The 2023 Conference on Empirical Methods in Natural Language Processing : proceedings of the system demonstrations (S. 296–310). , Association for Computational Linguistics, ACL: Stroudsburg, PA.
- Iana, A., Glavaš, G. and Paulheim, H. (2023). Simplifying content-based neural news recommendation: On user modeling and training objectives. In , Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '23) (S. 2384-2388). , Association for Computing Machinery: New York, NY, United States.
- Klironomos, A., Zhou, B., Tan, Z., Zheng, Z., Mohamed, G.-E., Paulheim, H. and Kharlamov, E. (2023). ExeKGLib: knowledge graphs-empowered machine learning analytics. In , The semantic web: 20th international conference, ESWC 2023 Hersonissos, Crete, Greece, May 28–June 1, 2023 : proceedings (S. 123–127). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Krause, F., Kurniawan, K., Kiesling, E., Paulheim, H. and Polleres, A. (2023). On the representation of dynamic BPMN process executions in knowledge graphs. In , Knowledge graphs and semantic web : 5th Iberoamerican conference and 4th Indo-American conference, KGSWC 2023, Zaragoza, Spain, November 13–15, 2023 : proceedings (S. 97–105). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Ludwig, K., Grote, A., Iana, A., Alam, M., Paulheim, H., Sack, H., Weinhardt, C. and Müller, P. (2023). Divided by the algorithm? The (limited) effects of content- and sentiment-based news recommendation on affective, ideological, and perceived polarization. Social Science Computer Review : SSCORE, 41, 2188-2210.
- Preisner, P. and Paulheim, H. (2023). Universal preprocessing operators for embedding knowledge graphs with literals. In , DL4KG 2023 : Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG 2023) co-located with the 21th International Semantic Web Conference (ISWC 2023), Athens, November 6–10, 2023 (S. 1–10). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Rutesic, P., Pfisterer, D., Fischer, S. and Paulheim, H. (2023). Ontology-based models of chatbots for populating knowledge graphs. In , Knowledge Graphs and Semantic Web: 5th Iberoamerican Conference and 4th Indo-American Conference, KGSWC 2023, Zaragoza, Spain, November 13–15, 2023 : proceedings (S. 228–242). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Schlechtinger, M., Kosack, D., Paulheim, H., Fetzer, T. and Krause, F. (2023). The price of algorithmic pricing: Investigating collusion in a market simulation with AI agents. In , AAMAS '23: Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems (S. 2748-2750). , International Foundation for Autonomous Agents and Multiagent Systems: Richland, SC.
- Sousa, R. T., Silva, S., Paulheim, H. and Pesquita, C. (2023). Biomedical knowledge graph embeddings with negative statements. In , The Semantic Web – ISWC 2023 : 22nd International Semantic Web Conference, Athens, Greece, November 6–10, 2023 : proceedings. Part I (S. 428–446). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Waltersdorfer, L., Breit, A., Ekaputra, F. J., Sabou, M., Ekelhart, A., Iana, A., Paulheim, H., Portisch, J., Revenko, A., Teije, A. . and van Harmelen, F. (2023). Semantic web machine learning systems: An analysis of system patterns. In Compendium of neurosymbolic artificial intelligence (S. 77–99). Amsterdam: IOS Press.
2022
- Alam, M., Iana, A., Grote, A., Ludwig, K., Müller, P. and Paulheim, H. (2022). Towards analyzing the bias of news recommender systems using sentiment and stance detection. In , WWW '22 companion : Companion proceedings of the Web Conference 2022 (S. 448–457). , ACM: New York, NY.
- Heist, N. and Paulheim, H. (2022). Transformer-based subject entity detection in Wikipedia listings. In , Proceedings of the 5th Workshop on Deep Learning for Knowlege Graphs (DL4KG 2022) co-located with the 21th International Semantic Web Conference (ISWC 2022) (S. 1–16). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Portisch, J., Heist, N. and Paulheim, H. (2022). Knowledge graph embedding for data mining vs. knowledge graph embedding for link prediction – two sides of the same coin? Semantic Web, 13, 399–422.
- Portisch, J., Hladik, M. and Paulheim, H. (2022). Background knowledge in ontology matching : a survey. Semantic Web, 55, 1–55.
- Portisch, J. and Paulheim, H. (2022). ALOD2vec matcher results for OAEI 2021. In , OM 2021, Ontology Matching 2021 : Proceedings of the 16th International Workshop on Ontology Matching, co-located with the 20th International Semantic Web Conference (ISWC 2021), virtual conference, October 25, 2021 (S. 117–123). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Portisch, J. and Paulheim, H. (2022). The DLCC node classification benchmark for analyzing knowledge graph embeddings. In , The Semantic Web – ISWC 2022 : 21st International Semantic Web Conference, virtualeEvent, October 23–27, 2022, proceedings (S. 592–609). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Portisch, J. and Paulheim, H. (2022). Wiktionary matcher results for OAEI 2021. In , OM 2021, Ontology Matching 2021 : Proceedings of the 16th International Workshop on Ontology Matching, co-located with the 20th International Semantic Web Conference (ISWC 2021), virtual conference, October 25, 2021 (S. 199–206). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
2021
- Verborgh, R., Hose, K., Paulheim, H., Champin, P.-A., Maleshkova, M., Corcho, O., Ristoski, P. and Alam, M. (eds.) (2021). The semantic web – 18th international conference, ESWC 2021, virtual event, June 6–10, 2021, proceedings. Berlin [u.a.]: Springer.
- Abd Nikooie Pour, M., Algergawy, A., Amardeilh, F., Amini, R., Fallatah, O., Faria, D., Fundulaki, I., Harrow, I., Hertling, S., Hitzler, P., Huschka, M., Ibanescu, L., Jiménez-Ruiz, E., Karam, N., Laadhar, A., Lambrix, P., Li, H., Li, Y., Michel, F., Nasr, E., Paulheim, H., Pesquita, C., Portisch, J., Roussey, C., Saveta, T., Shvaiko, P., Splendiani, A., Trojahn, C., Vataščinová, J., Yaman, B., Zamazal, O. and Zhou, L. (2021). Results of the Ontology Alignment Evaluation Initiative 2021. In , OM 2021, Ontology Matching 2021 : Proceedings of the 16th International Workshop on Ontology Matching, co-located with the 20th International Semantic Web Conference (ISWC 2021), virtual conference, October 25, 2021 (S. 62–108). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Biswas, R., Sofronova, R., Alam, M., Heist, N., Paulheim, H. and Sack, H. (2021). Do judge an entity by its name! Entity typing using language models. In , The Semantic Web: ESWC 2021 Satellite Events : virtual event, June 6–10, 2021, revised selected papers (S. 65–70). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Brockmeier, M., Liu, Y., Pateer, S., Hertling, S. and Paulheim, H. (2021). On-demand and lightweight knowledge graph generation – a demonstration with DBpedia. In , Joint proceedings of the Semantics co-located events: Poster&Demo track and Workshop on Ontology-Driven Conceptual Modelling of Digital Twins co-located with Semantics 2021, Amsterdam and Online, September 6–9, 2021 (S. 1–5). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Bucher, T.-C., Jiang, X., Meyer, O., Waitz, S., Hertling, S. and Paulheim, H. (2021). Scikit-learn pipelines meet knowledge graphs. In , The semantic web: ESWC 2021 Satellite Events : virtual event, June 6–10, 2021, revisted selected papers (S. 9–14). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Bühler, B. and Paulheim, H. (2021). Web table classification based on visual features. In , Web Engineering : 21st International Conference, ICWE 2021, Biarritz, France, May 18–21, 2021, Proceedings (S. 185–200). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Heist, N., Hertling, S., Ringler, D. and Paulheim, H. (2021). Wissensgraphen im Web : Überblick und Vergleich. In Semantische Datenintelligenz im Einsatz (S. 127–151). Wiesbaden: Springer Vieweg.
- Heist, N. and Paulheim, H. (2021). Information extraction from co-occurring similar entities. In , The Web Conference 2021 : Proceedings of the World Wide Web Conference WWW 2021 (S. 3999-4009). , Association for Computing Machinery: New York, NY [u.a.].
- Heist, N. and Paulheim, H. (2021). The CaLiGraph ontology as a challenge for OWL reasoners. In , Semantic Reasoning Evaluation Challenge 2021 : proceedings of the Semantic Reasoning Evaluation Challenge (SemREC 2021), co-located with the 20th International Semantic Web Conference (ISWC 2021); virtual event, October 27th, 2021 (S. 21–31). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Helmstetter, S. and Paulheim, H. (2021). Collecting a large scale dataset for classifying fake news tweets using weak supervision. Future Internet, 13, 114.
- Hertling, S. and Paulheim, H. (2021). ATBox results for OAEI 2021. In , OM 2021, Ontology Matching 2021 : Proceedings of the 16th International Workshop on Ontology Matching, co-located with the 20th International Semantic Web Conference (ISWC 2021), virtual conference, October 25, 2021 (S. 137–143). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Hertling, S. and Paulheim, H. (2021). Order matters: Matching multiple knowledge graphs. In , K-CAP '21: Proceedings of the 11th on Knowledge Capture Conference (S. 113–120). , Association for Computing Machinery: New York, NY.
- Hertling, S., Portisch, J. and Paulheim, H. (2021). Matching with transformers in MELT. In , OM 2021, Ontology Matching 2021 : Proceedings of the 16th International Workshop on Ontology Matching, co-located with the 20th International Semantic Web Conference (ISWC 2021), virtual conference, October 25, 2021 (S. 13–24). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Iana, A. and Paulheim, H. (2021). GraphConfRec: A Graph Neural Network-Based Conference Recommender System.
In , 2021 ACM/
IEEE Joint Conference on Digital Libraries (JCDL), Sept. 27 2021 to Sept. 30 2021, Champaign, IL, USA : conference proceedings (S. 90–99). , IEEE: New York, NY. - Portisch, J., Hladik, M. and Paulheim, H. (2021). Background knowledge in schema matching: Strategy vs. data. In , The Semantic Web – ISWC 2021 : 20th International Semantic Web Conference, ISWC 2021, virtual event, October 24–28, 2021, proceedings (S. 287–303). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Portisch, J., Hladik, M. and Paulheim, H. (2021). FinMatcher at FinSim-2: hypernym detection in the financial services domain using knowledge graphs. In , Companion Proceedings of the Web Conference 2021 (S. 293–297). , Association for Computing Machinery: New York, NY, USA.
- Portisch, J. and Paulheim, H. (2021). Putting RDF2vec in order. In , International Semantic Web Conference (ISWC) 2021: posters, demos and industry tracks: proceedings (S. 1–5). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Schlechtinger, M., Kosack, D., Paulheim, H. and Fetzer, T. (2021). How algorithms work and play together. Concurrences : Revue des Droits de la Concurrence, 2021, 19–23.
- Schlechtinger, M., Kosack, D., Paulheim, H. and Fetzer, T. (2021). Winning at any cost – infringing the cartel prohibition with reinforcement learning. In , Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good : The PAAMS collection, 19th international conference, PAAMS 2021, Salamanca, Spain, October 6–8, 2021, proceedings (S. 255–266). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Steenwinckel, B., Vandewiele, G., Bonte, P., Weyns, M., Paulheim, H., Ristoski, P., De Turck, F. and Ongenae, F. (2021). Walk extraction strategies for node embeddings with RDF2Vec in knowledge graphs. In , Database and expert systems applications – DEXA 2021 Workshops : BIOKDD, IWCFS, MLKgraphs, AI-CARES, ProTime, AISys 2021, virtual event, September 27–30, 2021, proceedings (S. 70–80). Communications in Computer and Information Science, Springer International Publishing: Cham.
- Voit, M. M. and Paulheim, H. (2021). Bias in knowledge graphs – An empirical study with movie recommendation and different language editions of DBpedia. In , 3rd Conference on Language, Data and Knowledge (LDK 2021) : September 1–3, 2021, Zaragoza, Spain (S. 14:1–14:13). Open Access Series in Informatics : OASIcs, Leibniz-Zentrum für Informatik: Wadern.
- Weller, T. and Paulheim, H. (2021). Evidential relational-graph convolutional networks for entity classification in knowledge graphs. In , CIKM '21 : Proceedings of the 30th ACM International Conference on Information & Knowledge Management (S. 3533-3537). , Association for Computing Machinery: New York, NY.
2020
- Harth, A., Kirrane, S., Ngonga Ngomo, A.-C., Paulheim, H., Rula, A., Gentile, A. L., Haase, P. and Cochez, M. (eds.) (2020). The Semantic Web : 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, 2020, Proceedings. Berlin [u.a.]: Springer.
- Abd Nikooie Pour, M., Algergawy, A., Amini, R., Faria, D., Fundulaki, I., Harrow, I., Hertling, S., Jiménez-Ruiz, E., Jonquet, C., Karam, N., Khiat, A., Laadhar, A., Lambrix, P., Li, H., Li, Y., Hitzler, P., Paulheim, H., Pesquita, C., Saveta, T., Shvaiko, P., Splendiani, A., Thiéblin, E., Trojahn, C., Vataščinová, J., Yaman, B., Zamazal, O. and Zhou, L. (2020). Results of the Ontology Alignment Evaluation Initiative 2020. In , OM 2020Proceedings of the 15th International Workshop on Ontology Matching co-located with the 19th International Semantic Web Conference (ISWC 2020) Virtual conference (originally planned to be in Athens, Greece), November 2, 2020 (S. 92–138). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Al Taweel, A. and Paulheim, H. (2020). Towards exploiting implicit human feedback for improving RDF2vec embeddings. In , DL4KG2020: Deep Learning for Knowledge Graphs : proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG2020), co-located with the 17th Extended Semantic Web Conference 2020 (ESWC 2020) : Heraklion, Greece, June 02, 2020 – moved online (S. 1–10). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Alam, M., Groth, P., Hitzler, P., Paulheim, H., Sack, H. and Tresp, V. (2020). CSSA'20: Workshop on Combining Symbolic and Sub-Symbolic Methods and their Applications. In , CIKM '20 : Proceedings of the 29th ACM International Conference on Information & Knowledge Management, virtual event Ireland, October 19 – 23, 2020 (S. 3523-3524). , Association for Computing Machinery: New York, NY.
- Fürnkranz, J., Kliegr, T. and Paulheim, H. (2020). On cognitive preferences and the plausibility of rule-based models. Machine Learning, 109, 853–898.
- Heist, N., Hertling, S., Ringler, D. and Paulheim, H. (2020). Knowledge Graphs on the web – An overview. In Knowledge Graphs for eXplainable artificial intelligence : foundations, applications and challenges (S. 3–22). Amsterdam; Heidelberg: IOS Press / AKA.
- Heist, N. and Paulheim, H. (2020). Entity extraction from Wikipedia list pages. In , The Semantic Web : 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, 2020, Proceedings (S. 327–342). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Hertling, S. and Paulheim, H. (2020). ATBox results for OAEI 2020. In , OM 2020 : Proceedings of the 15th International Workshop on Ontology Matching co-located with the 19th International Semantic Web Conference (ISWC 2020) Virtual conference (originally planned to be in Athens, Greece), November 2, 2020 (S. 168–175). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Hertling, S. and Paulheim, H. (2020). DBkWik: extracting and integrating knowledge from thousands of Wikis. Knowledge and Information Systems, 62, 2169-2190.
- Hertling, S. and Paulheim, H. (2020). The knowledge graph track at OAEI : Gold standards, baselines, and the golden hammer bias. In , The semantic web : 17th international conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, 2020 : proceedings (S. 343–359). , Springer: Cham.
- Hertling, S., Portisch, J. and Paulheim, H. (2020). Supervised ontology and instance matching with MELT. In , OM 2020 : Proceedings of the 15th International Workshop on Ontology Matching co-located with the 19th International Semantic Web Conference (ISWC 2020) Virtual conference (originally planned to be in Athens, Greece), November 2, 2020 (S. 60–71). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Iana, A. and Paulheim, H. (2020). More is not always better: The negative impact of A-box materialization on RDF2vec knowledge graph embeddings. In , CIKMW2020 : Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020) Galway, Ireland, October 19–23, 2020 (S. Paper 5, 15–8). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Lüdemann, N., Shiba, A., Thymianis, N., Heist, N., Ludwig, C. A. and Paulheim, H. (2020). A knowledge graph for assessing aggressive tax planning strategies. In , The Semantic Web – ISWC 2020 : 19th International Semantic Web Conference, Athens, Greece, November 2–6, 2020, Proceedings, Part II (S. 395–410). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Melo, A. and Paulheim, H. (2020). Automatic detection of relation assertion errors and induction of relation constraints. Semantic Web, 11, 801–830.
- Monych, M., Portisch, J., Hladik, M. and Paulheim, H. (2020). DESKMatcher. In , OM 2020 : Proceedings of the 15th International Workshop on Ontology Matching co-located with the 19th International Semantic Web Conference (ISWC 2020) Virtual conference (originally planned to be in Athens, Greece), November 2, 2020 (S. 181–186). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Paulheim, H. (2020). Beyond DBpedia & YAGO – The new kids on the knowledge graph block. In , AICS 2019 : Proceedings for the 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science NUI Galway, Galway, Ireland, December 5–6th, 2019 (S. 1–2). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Paulheim, H., Tresp, V. and Liu, Z. (2020). Representation learning for the Semantic Web.
Journal of Web Semantics, 61/
62, Article 100570. - Portisch, J., Hertling, S. and Paulheim, H. (2020). Visual analysis of ontology matching results with the MELT Dashboard. In , The semantic web: ESWC 2020 satellite events : ESWC 2020 Satellite Events, Heraklion, Crete, Greece, May 31 – June 4, 2020 : revised selected papers (S. 186–190). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Portisch, J., Hladik, M. and Paulheim, H. (2020). ALOD2Vec Matcher results for OAEI 2020. In , OM 2020 – Ontology Matching 2020 – Proceedings of the 15th International Workshop on Ontology Matching co-located with the 19th International Semantic Web Conference (ISWC 2020) (S. 147–153). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Portisch, J., Hladik, M. and Paulheim, H. (2020). KGvec2go – Knowledge graph embeddings as a service. In , LREC 2020 Marseille : Twelfth International Conference on Language Resources and Evaluation$dMay 11–16, 2020, Palais du Pharo, Marseille, France : conference proceedings (S. 5641-5647). , ELRA: Paris.
- Portisch, J., Hladik, M. and Paulheim, H. (2020). RDF2Vec Light – a lightweight approach for knowledge graph embeddings. In , ISWC-Posters 2020 : Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020) Globally online, November 1–6, 2020 (UTC) (S. 79–84). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Portisch, J., Hladik, M. and Paulheim, H. (2020). Wiktionary Matcher. In , OM 2019 : Proceedings of the 14th International Workshop on Ontology Matching co-located with the 18th International Semantic Web Conference (ISWC 2019) Auckland, New Zealand, October 26, 2019 (S. 181–188). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Portisch, J. and Paulheim, H. (2020). Wiktionary matcher results for OAEI 2020. In , OM 2020 : Proceedings of the 15th International Workshop on Ontology Matching co-located with the 19th International Semantic Web Conference (ISWC 2020) Virtual conference (originally planned to be in Athens, Greece), November 2, 2020 (S. 225–232). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
2019
- Algergawy, A., Faria, D., Ferrara, A., Fundulaki, I., Harrow, I., Hertling, S., Jiménez-Ruiz, E., Karam, N., Khiat, A., Lambrix, P., Li, H., Montanelli, S., Paulheim, H., Pesquita, C., Saveta, T., Shvaiko, P., Splendiani, A., Thiéblin, E., Trojahn, C., Vataščinová, J., Zamazal, O. and Zhou, L. (2019). Results of the Ontology Alignment Evaluation Initiative 2019. In , OM 2019 : Proceedings of the 14th International Workshop on Ontology Matching co-located with the 18th International Semantic Web Conference (ISWC 2019) Auckland, New Zealand, October 26, 2019 (S. 46–85). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Heist, N. and Paulheim, H. (2019). Uncovering the semantics of Wikipedia categories.
In , The Semantic Web – ISWC 2019 : 18th International Semantic Web Conference, Auckland, New Zealand, October 26–30, 2019, Proceedings, Part I (S. 219–236). Information Systems and Applications, incl. Internet/
Web, and HCI, Springer: Cham. - Hertling, S. and Paulheim, H. (2019). DOME Results for OAEI 2019. In , OM 2019 : Proceedings of the 14th International Workshop on Ontology Matching co-located with the 18th International Semantic Web Conference (ISWC 2019) Auckland, New Zealand, October 26, 2019 (S. 123–130). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Hertling, S., Portisch, J. and Paulheim, H. (2019). MELT – Matching EvaLuation Toolkit. In , Semantic Systems. The Power of AI and Knowledge Graphs : 15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9–12, 2019, Proceedings (S. 231–245). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Iana, A., Jung, S., Naeser, P., Birukou, A., Hertling, S. and Paulheim, H. (2019). Building a conference recommender system based on SciGraph and WikiCFP. In , Semantic Systems. The Power of AI and Knowledge Graphs : 15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9–12, 2019, Proceedings (S. 117–123). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Krstanovic, S. and Paulheim, H. (2019). Fourier-based parametrization of convolutional neural networks for robust time series forecasting. In , Discovery Science 22nd International Conference, DS 2019, Split, Croatia, October 28–30, 2019, Proceedings (S. 522–532). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Krstanovic, S. and Paulheim, H. (2019). Stacked LSTM snapshot ensembles for time series forecasting. In , Theory and applications of time series analysis : selected contributions from ITISE 2018 (S. 87–98). Contributions to Statistics, Springer International Publishing: Cham.
- Melo, A. and Paulheim, H. (2019). Local and global feature selection for multilabel classification with binary relevance : An empirical comparison on flat and hierarchical problems. Artificial Intelligence Review, 51, 33–60.
- Portisch, J., Hladik, M. and Paulheim, H. (2019). Evaluating ontology matchers on real-world financial services data models. In , SEMPDS 2019 : Proceedings of the Posters and Demo Track of the 15th International Conference on Semantic Systems co-located with 15th International Conference on Semantic Systems (SEMANTiCS 2019) Karlsruhe, Germany, September 9th to 12th, 2019 (S. 1–5). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Ristoski, P., Rosati, J., Di Noia, T., De Leone, R. and Paulheim, H. (2019). RDF2Vec: RDF graph embeddings and their applications. Semantic Web, 10, 721–752.
- Schrage, F., Heist, N. and Paulheim, H. (2019). Extracting literal assertions for DBpedia from Wikipedia abstracts. In , Semantic Systems. The Power of AI and Knowledge Graphs : 15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9–12, 2019, Proceedings (S. 288–294). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
2018
- Gangemi, A., Gentile, A. L., Nuzzolese, A. G., Rudolph, S., Maleshkova, M., Paulheim, H., Pan, J. Z. and Alam, M. (eds.) (2018). The Semantic Web: ESWC 2018 Satellite Events : ESWC 2018 Satellite Events, Heraklion, Crete, Greece, June 3–7, 2018, Revised Selected Papers. Berlin [u.a.]: Springer.
- Algergawy, A., Cheatham, M., Faria, D., Ferrara, A., Fundulaki, I., Harrow, I., Hertling, S., Jiménez-Ruiz, E., Karam, N., Khiat, A., Lambrix, P., Li, H., Montanelli, S., Paulheim, H., Pesquita, C., Saveta, T., Schmidt, D., Shvaiko, P., Splendiani, A., Thiéblin, E., Trojahn, C., Vataščinová, J., Zamazal, O. and Zhou, L. (2018). Results of the Ontology Alignment Evaluation Initiative 2018. In , OM 2018 : Proceedings of the 13th International Workshop on Ontology Matching co-located with the 17th International Semantic Web Conference (ISWC 2018) Monterey, CA, USA, October 8, 2018 (S. 76–116). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Heist, N., Hertling, S. and Paulheim, H. (2018). Language-agnostic relation extraction from abstracts in Wikis. Information, 9, 75.
- Helmstetter, S. and Paulheim, H. (2018). Weakly supervised learning for fake news detection on Twitter.
In , ASONAM 2018 : 2018 IEEE/
ACM International Conference on Advances in Social Networks Analysis and Mining, Barcelona, Spain, 28–31 August, 2018 (S. 274–277). , IEEE Computer Society: Washington, DC. - Hertling, S. and Paulheim, H. (2018). DBkWik: A consolidated knowledge graph from thousands of Wikis. In , 9th IEEE International Conference on Big Knowledge, ICBK 2018, Singapore, November 17–18, 2018 : proceedings (S. 17–24). , IEEE Computer Society: Piscataway, NJ [u.a.].
- Hertling, S. and Paulheim, H. (2018). DOME results for OAEI 2018. In , OM 2018 : Proceedings of the 13th International Workshop on Ontology Matching co-located with the 17th International Semantic Web Conference (ISWC 2018) Monterey, CA, USA, October 8, 2018 (S. 144–151). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Hertling, S. and Paulheim, H. (2018). Provision and usage of provenance data in the WebIsALOD Knowledge Graph. In , CKGSemStats 2018 : Joint Proceedings of the International Workshops on Contextualized Knowledge Graphs, and Semantic Statistics co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, USA, October 8th, 2018 (S. Article 6). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Lausch, A., Borg, E., Bumberger, J., Dietrich, P., Heurich, M., Huth, A., Jung, A., Klenke, R., Knapp, S., Mollenhauer, H., Paasche, H., Paulheim, H., Pause, M., Schweitzer, C., Schmulius, C., Settele, J., Skidmore, A. K., Wegmann, M., Zacharias, S., Kirsten, T. and Schaepman, M. E. (2018). Understanding forest health with remote sensing, part III: Requirements for a scalable multi-source forest health monitoring network based on data science approaches. Remote Sensing, 10, 1120.
- Paulheim, H. (2018). How much is a triple? Estimating the cost of knowledge graph creation. In , ISWC-P&D-Industry-BlueSky 2018 : Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference (ISWC 2018) Monterey, USA, October 8th to 12th, 2018 (S. Paper 10). , RWTH: Aachen.
- Paulheim, H. (2018). Machine learning with and for semantic web knowledge graphs. In , Reasoning Web: Learning, Uncertainty, Streaming, and Scalability : 14th International Summer School 2018 Esch-sur-Alzette, Luxembourg, September 22 – 26, 2018 Tutorial Lectures (S. 110–141). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Paulheim, H. (2018). Make embeddings semantic again!. In , ISWC-P&D-Industry-BlueSky 2018 : Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference (ISWC 2018) Monterey, USA, October 8th to 12th, 2018 (S. 4). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Portisch, J. and Paulheim, H. (2018). ALOD2Vec matcher. In , OM 2018 : Proceedings of the 13th International Workshop on Ontology Matching co-located with the 17th International Semantic Web Conference (ISWC 2018) Monterey, CA, USA, October 8, 2018 (S. 132–137). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Rico, M., Mihindukulasooriya, N., Kontokostas, D., Paulheim, H., Hellmann, S. and Gómez-Pérez, A. (2018). Predicting incorrect mappings : a data-driven approach applied to DBpedia.
In , SAC '18 : the 33rd ACM/
SIGAPP Symposium On Applied Computing, Pau, France, April 9 – 13, 2018, proceedings (S. 323–330). , ACM: New York, NY. - Ristoski, P., Petrovski, P., Mika, P. and Paulheim, H. (2018). A machine learning approach for product matching and categorization. Semantic Web, 9, 707–728.
2017
- van Erp, M., Hellmann, S., McCrae, J. P., Chiarcos, C., Choi, K.-S., Gracia, J., Hayashi, Y., Koide, S., Mendes, P., Paulheim, H. and Takeda, H. (eds.) (2017). Knowledge graphs and language technology : ISWC 2016 International Workshops: KEKI and NLP&DBpedia, Kobe, Japan, October 17–21, 2016, revised selected papers. Berlin [u.a.]: Springer.
- Blomqvist, E., Hose, K., Paulheim, H., Ławrynowicz, A., Ciravegna, F. and Hartig, O. (eds.) (2017). The Semantic Web: ESWC 2017 Satellite Events : ESWC 2017 Satellite Events, Portorož, Slovenia, May 28 – June 1, 2017, revised selected papers. Berlin [u.a.]: Springer.
- Cochez, M., Ristoski, P., Ponzetto, S. P. and Paulheim, H. (2017). Biased graph walks for RDF graph embeddings. In , WIMS '17 Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics : Amantea, Italy, June 19 – 22, 2017 (S. Article 21, 1–12). , ACM: New York, NY.
- Cochez, M., Ristoski, P., Ponzetto, S. P. and Paulheim, H. (2017). Global RDF vector space embeddings. In , The Semantic Web – ISWC 2017 : 16th International Semantic Web Conference, Vienna, Austria, October 21–25, 2017, proceedings, part I (S. 190–207). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Gentile, A. L., Ristoski, P., Eckel, S., Ritze, D. and Paulheim, H. (2017). Entity matching on web tables: a table embeddings approach for blocking. In , Advances in Database Technology – EDBT 2017 : 20th International Conference on Extending Database Technology, Venice, Italy, March 21–24, 2017, Proceedings (S. 510–513). , OpenProceedings: Konstanz.
- Heist, N. and Paulheim, H. (2017). Language-agnostic relation extraction from Wikipedia abstracts. In , The Semantic Web – ISWC 2017 : 16th International Semantic Web Conference, Vienna, Austria, October 21–25, 2017, proceedings, part I (S. 383–399). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Hertling, S. and Paulheim, H. (2017). WebIsALOD: providing hypernymy relations extracted from the web as linked open data. In , The Semantic Web – ISWC 2017 : 16th International Semantic Web Conference, Vienna, Austria, October 21–25, 2017, proceedings, part II (S. 111–119). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Hofmann, A., Perchani, S., Portisch, J., Hertling, S. and Paulheim, H. (2017). DBkWik: towards knowledge graph creation from thousands of wikis. In , ISWC-P&D-Industry 2017 : Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017) Vienna, Austria, October 23rd to 25th, 2017 (S. Paper 540). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Krstanovic, S. and Paulheim, H. (2017). Ensembles of recurrent neural networks for robust time series forecasting. In , Artificial Intelligence XXXIV : 37th SGAI International Conference on Artificial Intelligence, AI 2017, Cambridge, UK, December 12–14, 2017, proceedings (S. 34–46). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Meilicke, C., Ruffinelli, D., Nolle, A., Paulheim, H. and Stuckenschmidt, H. (2017). Fast ABox consistency checking using incomplete reasoning and caching. In , Rules and Reasoning : International Joint Conference : RuleML+RR 2017, London, UK, July 12–15, 2017, Proceedings (S. 168–183). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Melo, A. and Paulheim, H. (2017). An approach to correction of erroneous links in knowledge graphs. In , K-CAPSAT-2017 : Proceedings of Workshops and Tutorials of the 9th International Conference on Knowledge Capture (K-CAP2017) Austin, Texas, December 4th, 2017 (S. 54–57). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Melo, A. and Paulheim, H. (2017). Detection of relation assertion errors in knowledge graphs. In , Proceedings of the Knowledge Capture Conference, K-CAP 2017, Austin, TX, USA, December 4–6, 2017 (S. Article 22,1–8). , ACM: New York, NY, USA.
- Melo, A. and Paulheim, H. (2017). Synthesizing knowledge graphs for link and type prediction benchmarking. In , The Semantic Web : 14th International Conference, ESWC 2017, Portorož, Slovenia, May 28 – June 1, 2017, Proceedings, Part I (S. 136–151). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Melo, A., Völker, J. and Paulheim, H. (2017). Type prediction in noisy RDF knowledge bases using hierarchical multilabel classification with graph and latent features. International Journal on Artificial Intelligence Tools : IJAIT, 26, Art. 1760011,1–32.
- Meusel, R., Ritze, D. and Paulheim, H. (2017). Towards more accurate statistical profiling of deployed schema.org microdata. ACM Journal of Data and Information Quality : JDIQ, 8, 1–31.
- Paulheim, H. (2017). A robust number parser based on conditional random fields. In , KI 2017: Advances in Artificial Intelligence : 40th Annual German Conference on AI, Dortmund, Germany, September 25–29, 2017, proceedings (S. 337–343). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Paulheim, H. (2017). Data-driven joint debugging of the DBpedia mappings and ontology. In , The Semantic Web : 14th International Conference, ESWC 2017, Portorož, Slovenia, May 28 – June 1, 2017, Proceedings, Part I (S. 404–418). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Paulheim, H. (2017). Knowledge graph refinement: A survey of approaches and evaluation methods. Semantic Web, 8, 489–508.
- Paulheim, H. (2017). Towards profiling knowledge graphs. In , Profiles 2017 : Proceedings of the 4th International Workshop on Dataset PROFIling and fEderated Search for Web Data (PROFILES 2017) co-located with The 16th International Semantic Web Conference (ISWC 2017) Vienna, Austria, October 22, 2017 (S. Paper 1). CEUR-WS, CEUR Workshop Proceedings: Aachen.
- Ringler, D. and Paulheim, H. (2017). One knowledge graph to rule them all? Analyzing the differences between DBpedia, YAGO, Wikidata & co.. In , KI 2017: Advances in Artificial Intelligence : 40th Annual German Conference on AI, Dortmund, Germany, September 25–29, 2017, proceedings (S. 366–372). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Ristoski, P., Faralli, S., Ponzetto, S. P. and Paulheim, H. (2017). Large-scale taxonomy induction using entity and word embeddings. In , WI 2017 : proceedings of the International Conference on Web Intelligence, Leipzig, Germany, August 23–26, 2017 (S. 81–87). , ACM: New York, NY.
2016
- Kawamura, T. and Paulheim, H. (eds.) (2016). ISWC-P&D 2016, ISWC 2016 Posters & Demonstrations Track : Proceedings of the ISWC 2016 Posters & Demonstrations Track, co-located with 15th International Semantic Web Conference (ISWC 2016), Kobe, Japan, October 19, 2016. Aachen, Germany: RWTH Aachen.
- Paulheim, H., Lehmann, J., Svátek, V., Knoblock, C., Horridge, M., Lambrix, P. and Parsia, B. (eds.) (2016). Know@LOD&CoDeS 2016, joint proceedings Know@LOD and CoDeS 2016 : Joint Proceedings of the 5th Workshop on Data Mining and Knowledge Discovery meets Linked Open Data and the 1st International Workshop on Completing and Debugging the Semantic Web (Know@LOD-2016, CoDeS-2016), co-located with 13th ESWC 2016, Heraklion, Greece, May 30th, 2016. Aachen, Germany: RWTH Aachen.
- Gentile, A. L., d'Amato, C., Zhang, Z. and Paulheim, H. (eds.) (2016). LD4IE 2016, Linked Data for Information Extraction : Proceedings of the Fourth International Workshop on Linked Data for Information Extraction, co-located with 15th International Semantic Web Conference (ISWC 2016), Kobe, Japan, October 18, 2016. Aachen, Germany: RWTH Aachen.
- Paulheim, H., van Erp, M., Filipowska, A., Mendes, P. N. and Brümmer, M. (eds.) (2016). NLP & DBpedia 2015, Third NLP&DBpedia Workshop : Proceedings of the Third NLP&DBpedia Workshop (NLP & DBpedia 2015), co-located with the 14th International Semantic Web Conference 2015 (ISWC 2015), Bethlehem, Pennsylvania, USA, October 11, 2015. Aachen, Germany: RWTH Aachen.
- Cheng, G., Gunaratna, K., Thalhammer, A., Paulheim, H., Voigt, M. and García, R. (eds.) (2016). SumPre-HSWI 2015, joint proceedings SumPre and HSWI 2015 : Joint Proceedings of the 1st International Workshop on Summarizing and Presenting Entities and Ontologies and the 3rd International Workshop on Human Semantic Web Interfaces (SumPre 2015, HSWI 2015), co-located with the 12th Extended Semantic Web Conference (ESWC 2015), Portoroz, Slovenia, June 1, 2015. Aachen, Germany: RWTH Aachen.
- Bryl, V., Bizer, C. and Paulheim, H. (2016). Gathering alternative surface forms for DBpedia entities. In , NLP & DBpedia 2015 : Proceedings of the Third NLP&DBpedia Workshop (NLP & DBpedia 2015) co-located with the 14th International Semantic Web Conference 2015 (ISWC 2015) Bethlehem, Pennsylvania, USA, October 11, 2015 (S. 13–24). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- van Erp, M., Mendes, P. N., Paulheim, H., Ilievski, F., Plu, J., Rizzo, G. and Waitelonis, J. (2016). Evaluating entity linking: an analysis of current benchmark datasets and a roadmap for doing a better job. In , Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016) : May 23–28, 2016, Portorož, Slovenia (S. 4373-4379). , European Language Resources Association, ELRA-ELDA: Paris.
- Gentile, A. L., Kirstein, S., Paulheim, H. and Bizer, C. (2016). Extending RapidMiner with data search and integration capabilities. In , The Semantic Web : ESWC 2016 Satellite Events, Heraklion, Crete, Greece, May 29 – June 2, 2016, Revised Selected Papers (S. 161–171). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Huelss, J. and Paulheim, H. (2016). What SPARQL query logs tell and do not tell about semantic relatedness in LOD : or: the unsuccessful attempt to improve the browsing experience of DBpedia by exploiting query logs. In , The Semantic Web: ESWC 2015 Satellite Events : ESWC 2015 Satellite Events Portorož, Slovenia, May 31 – June 4, 2015, Revised Selected Papers (S. 297–308). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Melo, A., Paulheim, H. and Völker, J. (2016). Type prediction in RDF knowledge bases using hierarchical multilabel classification. In , Proceedings of the 6th International Conference on Web Intelligence, Mining and Semantics, WIMS 2016, Nîmes, France, June 13–15, 2016 (S. Article 14, 1–10). , ACM: New York, NY.
- Müller, A. C. and Paulheim, H. (2016). Towards combining ontology matchers via anomaly detection. In , OM 2015 : Proceedings of the 10th International Workshop on Ontology Matching collocated with the 14th International Semantic Web Conference (ISWC 2015) Bethlehem, PA, USA, October 12, 2015 (S. 40–44). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Nuzzolese, A. G., Gentile, A. L., Presutti, V., Gangemi, A., Meusel, R. and Paulheim, H. (2016). The second Open Knowledge Extraction challenge. In , Semantic web challenges : third SemWebEval Challenge at ESWC 2016, Heraklion, Crete, Greece, May 29 – June 2, 2016, revised selected papers (S. 3–16). Communications in Computer and Information Science, Springer International Publishing: Cham.
- Paulheim, H. (2016). 14th International Semantic Web Conference 2015 Bethlehem, PA, USA; October 11–15. Künstliche Intelligenz : KI, 30, 207–208.
- Paulheim, H. and Stuckenschmidt, H. (2016). Fast approximate A-box consistency checking using machine learning. In , The Semantic Web. Latest Advances and New Domains : 13th International Conference, ESWC 2016, Heraklion, Crete, Greece, May 29 – June 2, 2016, Proceedings (S. 135–150). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Paulheim, H. and Unger, C. (2016). Can predicate lexicalizations help in named entity disambiguation? In , NLP & DBpedia 2015 : Proceedings of the Third NLP&DBpedia Workshop (NLP & DBpedia 2015) co-located with the 14th International Semantic Web Conference 2015 (ISWC 2015) Bethlehem, Pennsylvania, USA, October 11, 2015 (S. 92–97). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Ristoski, P. and Paulheim, H. (2016). Analyzing statistics with background knowledge from Linked Open Data. In , SemStats 2013 : Proceedings of the 1st International Workshop on Semantic Statistics co-located with 13th International Semantic Web Conference (ISWC 2013), Sydney, Australia, October 11th, 2013 (S. Article 12). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Ristoski, P. and Paulheim, H. (2016). RDF2Vec: RDF graph embeddings for data mining. In , The Semantic Web – ISWC 2016 : 15th International Semantic Web Conference, Kobe, Japan, October 17–21, 2016, Proceedings, Part I (S. 498–514). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Ristoski, P. and Paulheim, H. (2016). Semantic Web in data mining and knowledge discovery: a comprehensive survey. Web Semantics, 36, 1–22.
- Ristoski, P., Paulheim, H., Svátek, V. and Zeman, V. (2016). The Linked Data Mining Challenge 2016. In , Know@LOD&CoDeS 2016 : Joint Proceedings of the 5th Workshop on Data Mining and Knowledge Discovery meets Linked Open Data and 1st International Workshop on Completing and Debugging the Semantic Web ...with 13th ESWC 2016, Heraklion, Greece, May 30th 2016 (S. 1–8). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Ristoski, P., de Vries, G. and Paulheim, H. (2016). A collection of benchmark datasets for systematic evaluations of machine learning on the Semantic Web. In , The Semantic Web – ISWC 2016 : 15th International Semantic Web Conference, Kobe, Japan, October 17–21, 2016, Proceedings, Part II (S. 186–194). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Rosati, J., Ristoski, P., Di Noia, T., de Leone, R. and Paulheim, H. (2016). RDF graph embeddings for content-based recommender systems. In , CBRecSys 2016 : Proceedings of the 3rd Workshop on New Trends in Content-Based Recommender Systems co-located with ACM Conference on Recommender Systems (RecSys 2016) Boston, MA, USA, September 16, 2016 (S. 23–30). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Seitner, J., Bizer, C., Eckert, K., Faralli, S., Meusel, R., Paulheim, H. and Ponzetto, S. P. (2016). A large DataBase of hypernymy relations extracted from the Web. In , Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016) : May 23–28, 2016, Portorož, Slovenia (S. 360–367). , European Language Resources Association, ELRA-ELDA: Paris.
2015
- Völker, J., Paulheim, H., Lehmann, J. and Svátek, V. (eds.) (2015). Know@LOD 2015, Knowledge Discovery and Data Mining Meets Linked Open Data : Proceedings of the 4th Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data, co-located with 12th Extended Semantic Web Conference (ESWC 2015), Portoroz, Slovenia, May 31, 2015. Aachen, Germany: RWTH Aachen.
- Gentile, A. L., Zhang, Z., d'Amato, C. and Paulheim, H. (eds.) (2015). LD4IE 2015, Linked Data for Information Extraction : Proceedings of the Third International Workshop on Linked Data for Information Extraction (LD4IE2015), co-located with the 14th International Semantic Web Conference (ISWC 2015), Bethlehem, Pennsylvania, USA, October 12, 2015. Aachen, Germany: RWTH Aachen.
- García, R., Paulheim, H. and Di Maio, P. (2015). Special issue on Semantic Web interfaces [Editorial]. Semantic Web, 6, 213–214.
- Huelss, J. and Paulheim, H. (2015). What SPARQL query logs tell and do not tell about semantic relatedness in LOD : or: the unsuccessful attempt to improve the browsing experience of DBpedia by exploiting query logs. In , NoISE 2015 : Proceedings of the Workshop on Negative or Inconclusive Results in Semantic Web Co-located with the 12th Extended Semantic Web Conference (ESWC 2015) Portoroz, Slovenia, June 1st, 2015 (S. Paper 1). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Lehmberg, O., Ritze, D., Ristoski, P., Meusel, R., Paulheim, H. and Bizer, C. (2015). The Mannheim Search Join Engine. Web Semantics, 35, 159–166.
- Meusel, R., Bizer, C. and Paulheim, H. (2015). A web-scale study of the adoption and evolution of the schema.org vocabulary over time. In , Proceedings of the 5th International Conference on Web Intelligence, Mining and Semantics, WIMS 2015, Larnaca, Cyprus, July 13–15, 2015 (S. Article 15, 1–11). WIMS '15, ACM: New York, NY.
- Meusel, R. and Paulheim, H. (2015). Creating large-scale training and test corpora for extracting structured data from the web. In , Linked Data for Information Extraction : Proceedings of the Third International Workshop on Linked Data for Information Extraction (LD4IE2015) co-loc. with the 14th International Semantic Web Conference (ISWC 2015) ; Bethlehem, PA, USA, Oct. 12, 2015 (S. 2–6). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Meusel, R. and Paulheim, H. (2015). Heuristics for fixing common errors in deployed schema.org microdata. In , The Semantic Web: Research and Applications : 12th International Conference, ESWC 2015, Portoroz, Slovenia, May 30 – June 4, 2015. Proceedings (S. 152–168). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Meusel, R., Primpeli, A., Meilicke, C., Paulheim, H. and Bizer, C. (2015). Exploiting microdata annotations to consistently categorize product offers at web scale. In , E-Commerce and Web Technologies : 16th International Conference on Electronic Commerce and Web Technologies, EC-Web 2015, Valencia, Spain, September 2015, revised selected papers (S. 83–99). Lecture Notes in Business Information Processing : LNBIP, Springer: Berlin [u.a.].
- Meusel, R., Spahiu, B., Bizer, C. and Paulheim, H. (2015). Towards automatic topical classification of LOD datasets. In , LDOW 2015 : Proceedings of the Workshop on Linked Data on the Web ; co-located with the 24th International World Wide Web Conference (WWW 2015) ; Florence, Italy, May 19th, 2015 (S. Paper 03). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Paulheim, H. (2015). Nobody wants to live in a cold city where no music has been recorded: analyzing statistics with Explain-a-LOD. In , The Semantic Web: ESWC 2012 Satellite Events : ESWC 2012 Satellite Events, Heraklion, Crete, Greece, May 27–31, 2012. Revised Selected Papers (S. 387–391). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Paulheim, H. (2015). What the Adoption of schema.org Tells About Linked Open Data. In , Joint Proceedings of the 5th International Workshop on Using the Web in the Age of Data (USEWOD '15) and the 2nd International Workshop on Dataset PROFIling and fEderated Search for Linked Data (PROFILES '15) ... 12th European Semantic Web Conference (S. 85–90). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Paulheim, H. and Gangemi, A. (2015). Serving DBpedia with DOLCE – more than just adding a cherry on top. In , The Semantic Web – ISWC 2015 : 14th International Semantic Web Conference, Bethlehem, PA, USA, October 11–15, 2015, Proceedings, Part I (S. 180–196). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Paulheim, H. and Meusel, R. (2015). A decomposition of the outlier detection problem into a set of supervised learning problems. Machine Learning, 100, 509–531.
- Paulheim, H., Schulz, A., Janssen, F., Ristoski, P. and Schweizer, I. (2015). Intelligente Datenauswertung mit Linked Open Data. In Corporate Semantic Web (S. 187–201). Berlin ; Heidelberg: Springer Vieweg.
- Ristoski, P., Bizer, C. and Paulheim, H. (2015). Mining the web of linked data with RapidMiner. Web Semantics, 35, 142–151.
- Ristoski, P. and Paulheim, H. (2015). Visual analysis of statistical data on maps using Linked Open Data. In , The Semantic Web: ESWC 2015 Satellite Events : ESWC 2015 Satellite Events, Portorož, Slovenia, May 31--June 4, 2015, Revised Selected Papers (S. 138–143). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Ristoski, P., Paulheim, H., Svátek, V. and Zeman, V. (2015). The Linked Data Mining Challenge 2015. In , Knowledge Discovery and Data Mining Meets Linked Open Data : Proceedings of the 4th Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data co-located with 12th Extended Semantic Web Conference (ESWC 2015) Portoroz, Slovenia, May 31, 2015 (S. Paper 13). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Ristoski, P., Schuhmacher, M. and Paulheim, H. (2015). Using graph metrics for linked open data enabled recommender systems. In , E-Commerce and Web Technologies : 16th International Conference on Electronic Commerce and Web Technologies, EC-Web 2015, Valencia, Spain, September 2015, revised selected papers (S. 30–41). Lecture Notes in Business Information Processing : LNBIP, Springer: Berlin [u.a.].
- Schäfer, B., Ristoski, P. and Paulheim, H. (2015). What is special about Bethlehem, Pennsylvania? Identifying unexpected facts about DBpedia entities. In , ISWC-P&D 2015 : Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015) Bethlehem, PA, USA, October 11, 2015 (S. Paper 46). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
2014
- Völker, J., Paulheim, H., Lehmann, J., Sack, H. and Svátek, V. (eds.) (2014). Know@LOD 2014, Knowledge Discovery and Data Mining Meets Linked Open Data : Proceedings of the 3rd Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data, co-located with 11th Extended Semantic Web Conference (ESWC 2014), Crete, Greece, May 25, 2014. Aachen, Germany: RWTH Aachen.
- Gentile, A. L., Zhang, Z., d'Amato, C. and Paulheim, H. (eds.) (2014). LD4IE 2014 : Proceedings of the Second International Workshop on Linked Data for Information Extraction (LD4IE 2014) co-located with the 13th International Semantic Web Conference (ISWC 2014), Riva del Garda, Italy, October 20, 2014. Aachen, Germany: RWTH Aachen.
- De Clercq, O., Hertling, S., Hoste, V., Ponzetto, S. P. and Paulheim, H. (2014). Identifying Disputed Topics in the News. In , LD4KG 2014 : Proceedings of the 1st Workshop on Linked Data for Knowledge Discovery co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2014); Nancy, France, Sept. 19th, 2014 (S. Paper 4). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Dragisic, Z., Eckert, K., Euzenat, J., Faria, D., Ferrara, A., Granada, R., Ivanova, V., Jiménez-Ruiz, E., Kempf, A. O., Lambrix, P., Montanelli, S., Paulheim, H., Ritze, D., Shvaiko, P., Solimando, A., Trojahn, C., Zamazal, O. and Grau, B. C. (2014). Results of the Ontology Alignment Evaluation Initiative 2014. In , OM 2014 : Proceedings of the 9th International Workshop on Ontology Matching co-located with the 13th International Semantic Web Conference (ISWC 2014) ; Riva del Garda, Trentino, Italy, October 20, 2014 (S. 61–104). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Fleischhacker, D., Paulheim, H., Bryl, V., Völker, J. and Bizer, C. (2014). Detecting Errors in Numerical Linked Data Using Cross-Checked Outlier Detection. In , The Semantic Web – ISWC 2014 : 13th International Semantic Web Conference, Riva del Garda, Italy, October 19–23, 2014. Proceedings, Part I (S. 357–372). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Gabriel, A., Paulheim, H. and Janssen, F. (2014). Learning Semantically Coherent Rules. In , DMNLP 2014 : Proceedings of the 1st International Workshop on Interactions between Data Mining and Natural Language Processing co-located with the ECML PKDD 2014, Nancy, France, September 15, 2014 (S. 49–63). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Lehmberg, O., Ritze, D., Ristoski, P., Eckert, K., Paulheim, H. and Bizer, C. (2014). Extending Tables with Data from over a Million Websites.
- Meusel, R. and Paulheim, H. (2014). Linked Data for Information Extraction Challenge 2014 : Tasks and Results. In , LD4IE 2014 : Linked Data for Information Extraction : Proceedings of the Second International Workshop on Linked Data for Information Extraction (LD4IE 2014) co-located with the 13th International Semantic Web Conference (ISWC 2014) Riva del Garda, Italy (S. 3–8). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Paulheim, H. (2014). Identifying Wrong Links between Datasets by Multi-dimensional Outlier Detection.
In , WoDOOM 2014 : Debugging ontologies and ontology mappings : proceedings of the Third International Workshop on Debugging Ontologies and Ontology Mappings co-located with 11th Extended Semantic Web Conference, Anissaras/
Hersonissou, Greece, May 26, 2014 (S. 27–38). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany. - Paulheim, H. and Bizer, C. (2014). Improving the Quality of Linked Data Using Statistical Distributions. International Journal on Semantic Web and Information Systems : IJSWIS, 10, 63–86.
- Paulheim, H., Ristoski, P., Mitichkin, E. and Bizer, C. (2014). Data Mining with Background Knowledge from the Web. In , Proceedings of the 5th RapidMiner World (2014) (S. 1–14). , Shaker: Aachen.
- Ristoski, P., Loza Mencía, E. and Paulheim, H. (2014). A Hybrid Multi-strategy Recommender System Using Linked Open Data. In Semantic Web Evaluation Challenge : SemWebEval 2014 at ESWC 2014, Anissaras, Crete, Greece, May 25–29, 2014, Revised Selected Papers (S. 150–156). Cham: Springer Internat. Publ.
- Ristoski, P. and Paulheim, H. (2014). A Comparison of Propositionalization Strategies for Creating Features from Linked Open Data. In , LD4KD 2014 : Proceedings of the 1st Workshop on Linked Data for Knowledge Discovery co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2014); Nancy, France, Sept. 19th, 2014 (S. Paper 1). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Ristoski, P. and Paulheim, H. (2014). Feature Selection in Hierarchical Feature Spaces. In , Discovery Science : 17th International Conference, DS 2014, Bled, Slovenia, October 8–10, 2014. Proceedings (S. 288–300). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Schmachtenberg, M., Bizer, C. and Paulheim, H. (2014). Adoption of the Linked Data Best Practices in Different Topical Domains. In , The Semantic Web – ISWC 2014 : 13th International Semantic Web Conference, Riva del Garda, Italy, October 19–23, 2014. Proceedings, Part I (S. 245–260). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Schmachtenberg, M., Strufe, T. and Paulheim, H. (2014). Enhancing a Location-based Recommendation System by Enrichment with Structured Data from the Web. In , Proceedings of the 4th International Conference on Web Intelligence, Mining and Semantics (WIMS14) (S. Article No. 17,1–12). , ACM: New York, NY.
- Svátek, V., Mynarz, J. and Paulheim, H. (2014). The Linked Data Mining Challenge 2014: Results and experiences. In , Knowledge Discovery and Data Mining Meets Linked Open Data : Proceedings of the 3rd Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data co-located with 11th Extended Semantic Web Conference (ESWC 2014) Crete, Greece, May 25, 2014 (S. Paper 6). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Wienand, D. and Paulheim, H. (2014). Detecting Incorrect Numerical Data in DBpedia. In , The Semantic Web: Trends and Challenges : 11th International Conference, ESWC 2014, Anissaras, Crete, Greece, May 25–29, 2014. Proceedings (S. 504–518). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
2013
- Völker, J., Paulheim, H., Lehmann, J., Niepert, M. and Sack, H. (eds.) (2013). KNOW@LOD 2013, Knowledge Discovery and Data Mining Meets Linked Open Data : Proceedings of the Second International Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data, Montpellier, France, May 26, 2013. Aachen, Germany: RWTH Aachen.
- Gentile, A. L., Zhang, Z., d'Amato, C. and Paulheim, H. (eds.) (2013). Linked data for information extraction : LD4IE 2013 ; proceedings of the First International Workshop on Linked Data for Information Extraction (LD4IE 2013) co-located with the 12th International Semantic Web Conference (ISWC 2013), Sydney, Australia, October 21, 2013. Aachen, Germany: RWTH Aachen.
- Hussein, T., Paulheim, H., Lukosch, S., Ziegler, J. and Calvary, G. (eds.) (2013). Semantic models for adaptive interactive systems. London [u.a.]: Springer.
- Cucena Grau, B., Dragisic, Z., Eckert, K., Euzenat, J., Ferrara, A., Granada, R., Ivanova, V., Jiménez-Ruiz, E., Kempf, A. O., Lambrix, P., Nikolov, A., Paulheim, H., Ritze, D., Scharffe, F., Shvaiko, P., Trojahn, C. and Zamazal, O. (2013). Results of the Ontology Alignment Evaluation Initiative 2013. In , Proceedings of the 8th International Workshop on Ontology Matching co-located with the 12th International Semantic Web Conference (ISWC 2013) Sydney, Australia, October 21, 2013 (S. 61–100). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Paulheim, H. (2013). DBpediaNYD – A Silver Standard Benchmark Dataset for Semantic Relatedness in DBpedia. In , NLP-DBPEDIA 2013 : Proceedings of the NLP & DBpedia workshop co-located with the 12th International Semantic Web Conference (ISWC 2013) Sydney, Australia, October 22, 2013 (S. 80–84). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Paulheim, H. (2013). Exploiting Linked Open Data as Background Knowledge in Data Mining. In , DMoLD 2013 : Proceedings of the International Workshop on Data Mining on Linked Data, with Linked Data Mining Challenge collocated with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD) (S. 1–10). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Paulheim, H. (2013). Ontology-based Application Integration on the User Interface Level. Information Technology : IT, 55, 165–168.
- Paulheim, H. and Bizer, C. (2013). Type Inference on Noisy RDF Data. In , The Semantic Web – ISWC 2013 : 12th International Semantic Web Conference, Sydney, NSW, Australia, October 21–25, 2013, Proceedings, Part I (S. 510–525). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Paulheim, H. and Hertling, S. (2013). Discoverability of SPARQL Endpoints in Linked Open Data. In , Proceedings of the ISWC 2013 Posters & Demonstrations Track : track within the 12th International Semantic Web Conference (ISWC 2013) (S. 245–248). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Paulheim, H. and Hertling, S. (2013). WeSeE-Match results for OAEI 2013. In , Proceedings of the 8th International Workshop on Ontology Matching co-located with the 12th International Semantic Web Conference (ISWC 2013) Sydney, Australia, October 21, 2013 (S. 197–202). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Paulheim, H., Hertling, S. and Ritze, D. (2013). Towards Evaluating Interactive Ontology Matching Tools. In , The Semantic Web : semantics and big data ; 10th International Conference ; proceedings / ESWC 2013 (S. 31–45). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Paulheim, H. and Ponzetto, S. P. (2013). Extending DBpedia with Wikipedia List Pages. In , NLP-DBPEDIA 2013 : Proceedings of the NLP & DBpedia workshop co-located with the 12th International Semantic Web Conference (ISWC 2013) Sydney, Australia, October 22, 2013 (S. 1–6). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Paulheim, H. and Probst, F. (2013). UI2Ont – A Formal Ontology on User Interfaces and Interactions. In Semantic Models for Adaptive Interactive Systems (S. 1–24). London [u.a.]: Springer.
- Ritze, D., Paulheim, H. and Eckert, K. (2013). Evaluation measures for ontology matchers in supervised matching scenarios. In , The Semantic Web – ISWC 2013 : 12th International Semantic Web Conference, Sydney, NSW, Australia, October 21–25, 2013, Proceedings, Part II (S. 392–407). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Schmidt, B., Godehardt, E. and Paulheim, H. (2013). PASTREM: Proactive Ontology Based Recommendations for Information Workers. In Semantic Models for Adaptive Interactive Systems (S. 109–132). London [u.a.]: Springer.
- Schulz, A., Hadjakos, A., Paulheim, H., Nachtwey, J. and Mühlhäuser, M. (2013). A Multi-Indicator Approach for Geolocalization of Tweets. In , Proceedings of the Seventh International AAAI Conference on Weblogs and Social Media, Cambridge, Massachusetts, USA, July 8–11, 2013 (S. [1–10]). , AAAI Press: Palo Alto, Calif..
- Schulz, A. and Paulheim, H. (2013). Mashups for the Emergency Management Domain. In Semantic Mashups : Intelligent Reuse of Web Resources (S. 237–260). Berlin ; Heidelberg: Springer.
- Schulz, A., Ristoski, P. and Paulheim, H. (2013). I See a Car Crash: Real-time Detection of Small Scale Incidents in Microblogs. In , The Semantic Web: ESWC 2013 Satellite Events : ESWC 2013, Satellite Events, Montpellier, France, May 26–30, 2013, Revised Selected Papers (S. 22–33). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Schulz, A., Thanh, T. D., Paulheim, H. and Schweizer, I. (2013). A Fine-Grained Sentiment Analysis Approach for Detecting Crisis Related Microposts. In , Komplexe Notsituationen schnell meistern – Die ISCRAM Konferenz 2013 zum Krisenmangement (S. 846–851, ID 249). , KIT-Bibliothek Süd: Karlsruhe.
2012
- Völker, J., Paulheim, H., Lehmann, J. and Niepert, M. (eds.) (2012). KNOW@LOD 2012, Knowledge Discovery and Data Mining Meets Linked Open Data : Proceedings of the First International Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data, Heraklion, Greece, May 27, 2012. Aachen, Germany: RWTH Aachen.
- Dang, T. T., Gabriel, A., Hertling, S., Roskosch, P., Wlotzka, M., Zilke, J. R., Janssen, F. and Paulheim, H. (2012). HotMatch results for OEAI 2012. In , Ontology Matching : Proceedings of the 7th International Workshop on Ontology Matching (OM-2012) collocated with the 11th International Semantic Web Conference (ISWC-2012) (S. 145–151). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Hertling, S. and Paulheim, H. (2012). WikiMatch – Using Wikipedia for Ontology Matching. In , Ontology Matching : Proceedings of the 7th International Workshop on Ontology Matching (OM-2012) collocated with the 11th International Semantic Web Conference (ISWC-2012) (S. 37–48). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Hertling, S. and Paulheim, H. (2012). WikiMatch results for OEAI 2012. In , Ontology Matching : Proceedings of the 7th International Workshop on Ontology Matching (OM-2012) collocated with the 11th International Semantic Web Conference (ISWC-2012) (S. 220–225). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Hienert, D., Wegener, D. and Paulheim, H. (2012). Automatic Classification and Relationship Extraction for Multi-Lingual and Multi-Granular Events from Wikipedia. In , DeRiVE 2012 : Proceedings of the Workhop on Detection, Representation, and Exploitation of Events in the Semantic Web (DeRiVE 2012); Workshop in conjunction with the 11th International Semantic Web Conference 2012 (ISWC 2012) (S. 1–10). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Hussein, T., Lukosch, S., Paulheim, H., Ziegler, J. and Calvary, G. (2012). 3rd Workshop on Semantic Models for Adaptive Interactive Systems (SEMAIS). In , Proceedings of the 2012 ACM International Conference on Intelligent User Interfaces February 14 – 17, 2012, Lisbon, Portugal, February 14 – 17, 2012 (S. 401–403). , ACM: New York, NY.
- Janssen, F., Fallahi, F., Noessner, J. and Paulheim, H. (2012). Towards Rule Learning Approaches to Instance-based Ontology Matching. In , KNOW@LOD 2012, Knowledge Discovery and Data Mining Meets Linked Open Data : proceedings of the First International Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data (S. 13–18). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Paulheim, H. (2012). Browsing Linked Open Data with Auto Complete. 10th Semantic Web Challenge 2012 at the 11th International Semantic Web Conference, Boston, Mass..
- Paulheim, H. (2012). Explain-a-LOD: Using Linked Open Data for Interpreting Statistics. In , IUI'12 : proceedings of the 17th International Conference on Intelligent User Interfaces; February 14 – 17, 2012, Lisbon, Portugal (S. 313–314). , ACM: [New York, NY].
- Paulheim, H. (2012). Generating Possible Interpretations for Statistics from Linked Open Data. In , The Semantic Web: Research and Applications : 9th Extended Semantic Web Conference, ESWC 2012, Heraklion, Crete, Greece, May 27–31, 2012. Proceedings (S. 560–574). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Paulheim, H. (2012). Ontologiebasierte Applikationsintegration auf Nutzerschnittstellenebene. In Ausgezeichnete Informatikdissertationen 2011 (S. 131–140). Bonn: Ges. für Informatik.
- Paulheim, H. (2012). WeSeE-Match results for OEAI 2012. In , Ontology Matching : Proceedings of the 7th International Workshop on Ontology Matching (OM-2012) collocated with the 11th International Semantic Web Conference (ISWC-2012) (S. 213–219). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Paulheim, H. and Fürnkranz, J. (2012). Unsupervised Generation of Data Mining Features from Linked Open Data. In , WIMS '12 : Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics (S. Article 31,1–12). , ACM: New York, NY.
- Paulheim, H., Oberle, D., Plendl, R. and Probst, F. (2012). An Architecture for Information Exchange based on Reference Models. In , Software Language Engineering : 4th international conference; revised selected papers (S. 160–179). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Paulheim, H. and Pan, J. Z. (2012). Why the Semantic Web Should Become More Imprecise. In , What will the Semantic Web look like 10 years from now? In conjunction with the 11th International Semantic Web Conference 2012 (ISWC 2012) (S. ). , Univ. of Calif., Dept. of Geography: Santa Barbara, Calif..
- Paulheim, H. and Probst, F. (2012). Ontology-Enhanced User Interfaces: A Survey. In Semantic-Enabled Advancements on the Web : Applications Across Industries (S. 214–238). Hershey, PA: IGI Global.
- Schulz, A. and Paulheim, H. (2012). Combining Government and Linked Open Data in Emergency Management. AI Mashup Challenge 2012 colocated with 9th Extended Semantic Web Conference (ESWC 2012), Heraklion, Greece.
- Schulz, A., Paulheim, H. and Probst, F. (2012). Crisis Information Management in the Web 3.0 Age. In , ISCRAM 2012 Conference Proceedings : book of papers; 9 th International Conference on Information Systems for Crisis Response and Management (S. ID: 160). , Simon Fraser Univ.: Vancouver.
- Seeliger, A. and Paulheim, H. (2012). A Semantic Browser for Linked Open Data. 10th Semantic Web Challenge 2012 at the 11th International Semantic Web Conference in Boston, USA, Boston, Mass..
2011
- Babitski, G., Bergweiler, S., Grebner, O., Oberle, D., Paulheim, H. and Probst, F. (2011). SoKNOS – Using Semantic Technologies in Disaster Management Software. In , The Semanic Web: Research and Applications : 8th Extended Semantic Web Conference, ESWC 2011, Heraklion, Crete, Greece, May 29 – June 2, 2011, Proceedings, Part II (S. 183–197). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Braune, S., Brucker, A. D., Kleser, G., Li, K., Meijler, T. D., Paulheim, H. and Probst, F. (2011). A Service-oriented Architecture for Emergency Management Systems. In , Software Engineering 2011 : Fachtagung des GI-Fachbereichs Softwaretechnik; 21. – 25. Februar 2011 in Karlsruhe; Workshopband (inkl. Doktorandensymposium) (S. 225–232). GI-Edition : Lecture Notes in Informatics. Proceedings, Ges. für Informatik: Bonn.
- Hussein, T., Lukosch, S., Ziegler, J., Paulheim, H. and Calvary, G. (2011). 2nd International Workshop on Semantic Models for Adaptive Interactive Systems (SEMAIS 2011). In , Proceedings of the 16th International Conference on Intelligent User Interfaces, February 13 – 16, 2011, Palo Alto, CA, USA (S. 467–468). , ACM: New York, NY.
- Paulheim, H. (2011). Improving the Usability of Integrated Applications by Using Interactive Visualizations of Linked Data. International Journal on Computer Science and Application : IJCSA, 8, 1–37.
- Paulheim, H. (2011). Improving the Usability of Integrated Applications by Using Visualizations of Linked Data. In , Proceedings of the International Conference on Web Intelligence, Mining and Semantics, WIMS'11 (S. Article 19). , ACM: New York, NY.
- Paulheim, H. (2011). Ontology-Based Application Integration. New York [u.a.]: Springer.
- Paulheim, H., Fengel, J. and Rebstock, M. (2011). Context-sensitive semantic synchronization enablement in electronic negotiations. Group Decision and Negotiation, 20, 741–754.
- Paulheim, H. and Meyer, L. (2011). Developing Efficient Ontology-based Systems Using A-box Data from Running Applications. In , SWESE 2011 : The 7th International Workshop on Semantic Web Enabled Software Engineering; Co-located with ISWC2011, Bonn, Germany 24th October, 2011 (S. Paper 2). , Institute for Web Science and Technologies: Koblenz.
- Paulheim, H. and Meyer, L. (2011). Ontology-based Information Visualization in Integrated UIs. In , IUI 2011 : proceedings of the 16th International Conference on Intelligent User Interfaces 2011 (S. 451–452). , ACM: [New York, NY].
- Paulheim, H., Plendl, R., Probst, F. and Oberle, D. (2011). Mapping Pragmatic Class Models to Reference Ontologies. In , 2011 IEEE 27th International Conference on Data Engineering workshops (ICDEW 2011) (S. 200–205). , IEEE: Piscataway, NJ.
- Paulheim, H. and Probst, F. (2011). A Formal Ontology on User Interfaces – Yet Another User Interface Description Language? : Position Paper. In , Proceedings of the 2nd Workshop on Semantic Models for Adaptive Interactive Systems in conjunction with the 2011 International Conference On Intelligent User Interfaces (IUI 2011), Palo Alto, CA, USA, February 13, 2011 (S. Paper 9). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Ritze, D. and Paulheim, H. (2011). Towards an Automatic Parameterization of Ontology Matching Tools based on Example Mappings. In , Proceedings of the 6th International Workshop on Ontology Matching (OM-2011) (S. Paper 4). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Schmidt, B., Paulheim, H., Stoitsev, T. and Mühlhäuser, M. (2011). Towards a Formalization of Individual Work Execution at Computer Workplaces. In , Conceptual Structures for Discovering Knowledge : 19th International Conference on Conceptual Structures, ICCS 2011, Derby, UK, July 25–29, 2011. Proceedings (S. 270–283). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Schulz, A., Schmidt, B. and Paulheim, H. (2011). LiCoRMS – Towards a Resource Management System Based on Lifecycle and Content Information. In , Modeling and Using Context : 7th International and Interdisciplinary Conference, CONTEXT 2011, Karlsruhe, Germany, September 26–30, 2011 : Proceedings (S. 292–295). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Wieschnowsky, T. and Paulheim, H. (2011). A visual tool for supporting developers in ontology-based application integration. In , SWESE 2011 : The 7th International Workshop on Semantic Web Enabled Software Engineering; Co-located with ISWC 2011 (S. Paper 7). , Institute for Web Science and Technologies: Koblenz.
2010
- Erdogan, A. and Paulheim, H. (2010). Mächtig & Schick – Java-Applikationen mit Flex-UIs. Java mit Integrations-Spektrum, 2010, 32–35.
- Fengel, J., Paulheim, H. and Rebstock, M. (2010). Semantic Synchronization in B2B Transactions. In Cases on Semantic Interoperability for Information Systems Integration : Practices and Applications (S. 210–234). Hershey, PA: IGI Global.
- Fritz, C., Kirschner, C., Reker, D., Wisplinghoff, A., Paulheim, H. and Probst, F. (2010). Geospatial Web Mining for Emergency Management. GIScience 2010: Sixth International Conference on Geographic Information Science, Zurich, Switzerland.
- Paulheim, H. (2010). Efficient semantic event processing: Lessons learned in user interface integration. In , The Semantic Web: Research and Applications : 7th Extended Semantic Web Conference, ESWC 2010, Heraklion, Crete, Greece, May 30 – June 3, 2010, Proceedings, Part II (S. 60–74). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Paulheim, H. (2010). Integration of user interface components based on ontologies and rules. In , Reasoning Web 2010 Summer School – Supplementary Handouts (S. 1–4). , Technische Univ.: Dresden.
- Paulheim, H. (2010). Seamlessly integrated, but loosely coupled – building UIs from heterogeneous components.
In , ASE'10 : proceedings of the IEEE/
ACM International Conference on Automated Software Engineering (S. 123–126). , ACM: [New York, NY]. - Paulheim, H. and Erdogan, A. (2010). Seamless integration of heterogeneous UI components. In , EICS'10 : proceedings of the ACM SIGCHI Symposium on Engineering Interactive Computing Systems (S. 303–308). , ACM: New York, NY.
- Paulheim, H. and Probst, F. (2010). Application integration on the user interface level: An ontology-based approach. Data & Knowledge Engineering, 69, 1103-1116.
- Paulheim, H. and Probst, F. (2010). Improving UI integration with formal semantics. In , Proceedings of the 1st International Workshop on Semantic Models for Adaptive Interactive Systems (SEMAIS 2010) (S. 38–42). , ACM Press: New York, NY.
- Paulheim, H. and Probst, F. (2010). Ontology-enhanced user interfaces: A survey. International Journal on Semantic Web and Information Systems : IJSWIS, 6, 36–59.
- Probst, F., Paulheim, H., Brucker, A. and Schulte, S. (2010). SoKNOS – Informationsdienste für das Katastrophenmanagement. In , E-Mobility : Technologien – Infrastruktur – Märkte ; VDE-Kongress 2010 ; Kongressbeiträge (S. Paper FKV 9.1.2). , VDE-Verl.: Berlin.
2009
- Fengel, J., Paulheim, H. and Rebstock, M. (2009). Semantic Synchronization in B2B Transactions. Journal of Cases on Information Technology : JCIT, 11, Article 4.
- Paulheim, H. (2009). Ontologies for User Interface Integration. In , The Semantic Web – ISWC 2009 : 8th International Semantic Web Conference, ISWC 2009, Chantilly, VA, USA, October 25–29, 2009. Proceedings (S. 973–981). Lecture Notes in Computer Science, Springer: Berlin [u.a.].
- Paulheim, H. (2009). Ontology-based modularization of user interfaces. In , EICS'09 : proceedings of the ACM SIGCHI Symposium on Engineering Interactive Computing Systems; July 15 – 17, 2009, Pittsburgh, PA, USA (S. 23–28). , ACM: New York, NY.
- Paulheim, H., Döweling, S., Tso-Sutter, K. H. L., Probst, F. and Ziegert, T. (2009). Improving Usability of Integrated Emergency Response Systems: The SoKNOS Approach. In , Informatik 2009 : im Focus das Leben; Beiträge der 39. Jahrestagung der Gesellschaft für Informatik e.V. (GI) (S. 1435-1449). GI-Edition : Lecture Notes in Informatics. Proceedings, Ges. für Informatik: Bonn.
2008
- Paulheim, H. (2008). On Applying Matching Tools to Large-scale Ontologies. In , OM-2008 : Proceedings of the 3rd International Workshop on Ontology Matching (OM-2008) Collocated with the 7th International Semantic Web Conference (ISWC-2008), Karlsruhe, Germany, October 26, 2008 (S. 214–218). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Rebstock, M., Fengel, J. and Paulheim, H. (2008). Ontologies-Based Business Integration. Berlin ; Heidelberg: Springer.
2007
- Paulheim, H., Rebstock, M. and Fengel, J. (2007). Context-Sensitive Referencing for Ontology Mapping Disambiguation. In , C&O:RR-2007 : Proceedings of the International Workshop on Contexts and Ontologies: Representation and Reasoning (C&O:RR) Collocated with the 6th International conference CONTEXT-2007 Roskilde, Denmark, August 21st, 2007 (S. 47–56). CEUR Workshop Proceedings, RWTH Aachen: Aachen, Germany.
- Rebstock, M., Fengel, J., Paulheim, H. and Knoll, M. (2007). Semantische Synchronisationsdienste zur dynamischen Informationsintegration im elektronischen Geschäftsverkehr. HMD : Praxis der Wirtschaftsinformatik, 44, 28–38.