Prof. Dr. Heiko Paulheim

Chair for Data Science

Program Director of Mannheim Master in Data Science

B6, 26, Room B0.22

heiko @ informatik.uni-mannheim.de

Phone: +49 621 181 2652

Secretary:  Bianca Lermer

Consultation hours: Tuesdays, 9–10 am.
Important: Please make an appointment upfront with Bianca Lermer.

Selected Publications

2020

  • Andreas Harth, Sabrina Kirrane, Axel-Cyrille Ngonga Ngomo, Heiko Paulheim, Anisa Rula, Anna Lisa Gentile, Peter Haase und Michael Cochez The Semantic Web : 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, 2020, Proceedings. Springer International Publishing, 2020.
  • Ahmad Al Taweel und Heiko Paulheim Towards exploiting implicit human feedback for improving RDF2vec embeddings. In: CEUR Workshop ProceedingsDL4KG2020: 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; 1–10. RWTH, Aachen, 2020.
  • Johannes Fürnkranz, Tomáš Kliegr und Heiko Paulheim On cognitive preferences and the plausibility of rule-based models. Machine Learning (109#4), Springer, Dordrecht [u.a.], 2020.
  • Nicolas Heist, Sven Hertling, Daniel Ringler und Heiko Paulheim Knowledge Graphs on the web – An overview. In: , Knowledge Graphs on the web – An overview; 3–22, IOS Press / AKA, Amsterdam; Heidelberg, 2020.
  • Nicolas Heist und Heiko Paulheim Entity extraction from Wikipedia list pages. In: Lecture Notes in Computer ScienceThe Semantic Web : 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, 2020, Proceedings; 327–342. Springer International Publishing, Cham, 2020.
  • Sven Hertling und Heiko Paulheim ATBox results for OAEI 2020. In: CEUR Workshop ProceedingsOM 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; 168–175. RWTH, Aachen, 2020.
  • Sven Hertling und Heiko Paulheim DBkWik: extracting and integrating knowledge from thousands of Wikis. Knowledge and Information Systems (62#6), Springer, London, 2020.
  • Sven Hertling und Heiko Paulheim 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; 343–359. Springer, Cham, 2020.
  • Sven Hertling, Jan Portisch und Heiko Paulheim Supervised ontology and instance matching with MELT. In: CEUR Workshop ProceedingsOM 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; 60–71. RWTH, Aachen, 2020.
  • Andreea Iana und Heiko Paulheim More is not always better: The negative impact of A-box materialization on RDF2vec knowledge graph embeddings. In: CEUR Workshop ProceedingsCIKMW2020 : 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; Paper 5, 15–8. RWTH, Aachen, 2020.
  • Niklas Lüdemann, Ageda Shiba, Nikolaos Thymianis, Nicolas Heist, Christopher A. Ludwig und Heiko Paulheim A knowledge graph for assessing aggressive tax planning strategies. In: Lecture Notes in Computer ScienceThe Semantic Web – ISWC 2020 : 19th International Semantic Web Conference, Athens, Greece, November 2-6, 2020, Proceedings, Part II; 395–410. Springer International Publishing, Cham, 2020.
  • André Melo und Heiko Paulheim Automatic detection of relation assertion errors and induction of relation constraints. Semantic Web (11#5), IOS Press, Amsterdam, 2020.
  • Michael Monych, Jan Portisch, Michael Hladik und Heiko Paulheim DESKMatcher. In: CEUR Workshop ProceedingsOM 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; 181–186. RWTH, Aachen, 2020.
  • Heiko Paulheim Beyond DBpedia & YAGO – The new kids on the knowledge graph block. In: CEUR Workshop ProceedingsAICS 2019 : Proceedings for the 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science NUI Galway, Galway, Ireland, December 5-6th, 2019; 1–2. RWTH, Aachen, 2020.
  • Heiko Paulheim, Volker Tresp und Zhiyuan Liu Representation learning for the Semantic Web. Journal of Web Semantics (61/62#), Elsevier, Amsterdam [u.a.], 2020.
  • Jan Portisch, Sven Hertling und Heiko Paulheim Visual analysis of ontology matching results with the MELT Dashboard. In: Lecture Notes in Computer ScienceThe semantic web: ESWC 2020 satellite events : ESWC 2020 Satellite Events, Heraklion, Crete, Greece, May 31 – June 4, 2020 : revised selected papers; 186–190. Springer International Publishing, Cham, 2020.
  • Jan Portisch, Michael Hladik und Heiko Paulheim ALOD2Vec Matcher results for OAEI 2020. In: CEUR Workshop ProceedingsOM 2020 – Ontology Matching 2020 – Proceedings of the 15th International Workshop on Ontology Matching co-located with the 19th International Semantic Web Conference (ISWC 2020); 147–153. RWTH, Aachen, 2020.
  • Jan Portisch, Michael Hladik und Heiko Paulheim 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; 5641–5647. ELRA, Paris, 2020.
  • Jan Portisch, Michael Hladik und Heiko Paulheim RDF2Vec Light – a lightweight approach for knowledge graph embeddings. In: CEUR Workshop ProceedingsISWC-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); 79–84. RWTH, Aachen, 2020.
  • Jan Portisch, Michael Hladik und Heiko Paulheim Wiktionary Matcher. In: CEUR Workshop ProceedingsOM 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; 181–188. RWTH, Aachen, 2020.
  • Jan Portisch und Heiko Paulheim Wiktionary matcher results for OAEI 2020. In: CEUR Workshop ProceedingsOM 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; 225–232. RWTH, Aachen, 2020.
  • Mina Abd Nikooie Pour, Alsayed Algergawy, Reihaneh Amini, Daniel Faria, Irini Fundulaki, Ian Harrow, Sven Hertling, Ernesto Jiménez-Ruiz, Clement Jonquet, Naouel Karam, Abderrahmane Khiat, Amir Laadhar, Patrick Lambrix, Huanyu Li, Ying Li, Pascal Hitzler, Heiko Paulheim, Catia Pesquita, Tzanina Saveta, Pavel Shvaiko, Andrea Splendiani, Elodie Thiéblin, Cássia Trojahn, Jana Vataščinová, Beyza Yaman, Ondrej Zamazal und Lu Zhou Results of the Ontology Alignment Evaluation Initiative 2020. In: CEUR Workshop ProceedingsOM 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; 92–138. RWTH, Aachen, 2020.

2019

  • Alsayed Algergawy, Daniel Faria, Alfio Ferrara, Irini Fundulaki, Ian Harrow, Sven Hertling, Ernesto Jiménez-Ruiz, Naouel Karam, Abderrahmane Khiat, Patrick Lambrix, Huanyu Li, Stefano Montanelli, Heiko Paulheim, Catia Pesquita, Tzanina Saveta, Pavel Shvaiko, Andrea Splendiani, Elodie Thiéblin, Cássia Trojahn, Jana Vataščinová, Ondrej Zamazal und Lu Zhou Results of the Ontology Alignment Evaluation Initiative 2019. In: CEUR Workshop ProceedingsOM 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; 46–85. RWTH, Aachen, 2019.
  • Nicolas Heist und Heiko Paulheim Uncovering the semantics of Wikipedia categories. In: Information Systems and Applications, incl. Internet/Web, and HCIThe Semantic Web – ISWC 2019 : 18th International Semantic Web Conference, Auckland, New Zealand, October 26–30, 2019, Proceedings, Part I; 219–236. Springer, Cham, 2019.
  • Sven Hertling und Heiko Paulheim DOME Results for OAEI 2019. In: CEUR Workshop ProceedingsOM 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; 123–130. RWTH, Aachen, 2019.
  • Sven Hertling, Jan Portisch und Heiko Paulheim MELT – Matching EvaLuation Toolkit. In: Lecture Notes in Computer ScienceSemantic Systems. The Power of AI and Knowledge Graphs : 15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9–12, 2019, Proceedings; 231–245. Springer, Cham, 2019.
  • Andreea Iana, Steffen Jung, Philipp Naeser, Aliaksandr Birukou, Sven Hertling und Heiko Paulheim Building a conference recommender system based on SciGraph and WikiCFP. In: Lecture Notes in Computer ScienceSemantic Systems. The Power of AI and Knowledge Graphs : 15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9–12, 2019, Proceedings; 117–123. Springer, Cham, 2019.
  • Sascha Krstanovic und Heiko Paulheim Fourier-based parametrization of convolutional neural networks for robust time series forecasting. In: Lecture Notes in Computer ScienceDiscovery Science 22nd International Conference, DS 2019, Split, Croatia, October 28–30, 2019, Proceedings; 522–532. Springer Nature, Cham, 2019.
  • Sascha Krstanovic und Heiko Paulheim Stacked LSTM snapshot ensembles for time series forecasting. In: Theory and applications of time series analysis : selected contributions from ITISE 2018; 87–98. Springer International Publishing, Cham, 2019.
  • André Melo und Heiko Paulheim Local and global feature selection for multilabel classification with binary relevance : An empirical comparison on flat and hierarchical problems. Artificial Intelligence Review (51#1), Springer Science + Business Media B.V., Dordrecht [u.a.], 2019.
  • Jan Portisch, Michael Hladik und Heiko Paulheim Evaluating ontology matchers on real-world financial services data models. In: CEUR Workshop ProceedingsSEMPDS 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; 1–5. RWTH, Aachen, 2019.
  • Petar Ristoski, Jessica Rosati, Tommaso Di Noia, Renato De Leone und Heiko Paulheim RDF2Vec: RDF graph embeddings and their applications. Semantic Web (10#4), IOS Press, Amsterdam, 2019.
  • Florian Schrage, Nicolas Heist und Heiko Paulheim Extracting literal assertions for DBpedia from Wikipedia abstracts. In: Lecture Notes in Computer ScienceSemantic Systems. The Power of AI and Knowledge Graphs : 15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9–12, 2019, Proceedings; 288–294. Springer, Cham, 2019.

2018

  • Aldo Gangemi, Anna Lisa Gentile, Andrea Giovanni Nuzzolese, Sebastian Rudolph, Maria Maleshkova, Heiko Paulheim, Jeff Z. Pan und Mehwish Alam The Semantic Web: ESWC 2018 Satellite Events : ESWC 2018 Satellite Events, Heraklion, Crete, Greece, June 3-7, 2018, Revised Selected Papers. Springer, 2018.
  • Alsayed Algergawy, Michelle Cheatham, Daniel Faria, Alfio Ferrara, Irini Fundulaki, Ian Harrow, Sven Hertling, Ernesto Jiménez-Ruiz, Naouel Karam, Abderrahmane Khiat, Patrick Lambrix, Huanyu Li, Stefano Montanelli, Heiko Paulheim, Catia Pesquita, Tzanina Saveta, Daniela Schmidt, Pavel Shvaiko, Andrea Splendiani, Elodie Thiéblin, Cássia Trojahn, Jana Vataščinová, Ondrej Zamazal und Lu Zhou Results of the Ontology Alignment Evaluation Initiative 2018. In: CEUR Workshop ProceedingsOM 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; 76–116. RWTH, Aachen, 2018.
  • Nicolas Heist, Sven Hertling und Heiko Paulheim Language-agnostic relation extraction from abstracts in Wikis. Information (9#4), MDPI Publ., Basel, 2018.
  • Stefan Helmstetter und Heiko Paulheim 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; 274–277. IEEE Computer Society, Washington, DC, 2018.
  • Sven Hertling und Heiko Paulheim 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; 17–24. IEEE Computer Society, Piscataway, NJ [u.a.], 2018.
  • Sven Hertling und Heiko Paulheim DOME results for OAEI 2018. In: CEUR Workshop ProceedingsOM 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; 144–151. RWTH, Aachen, 2018.
  • Sven Hertling und Heiko Paulheim Provision and usage of provenance data in the WebIsALOD Knowledge Graph. In: CEUR Workshop ProceedingsCKGSemStats 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; Article 6. RWTH, Aachen, 2018.
  • Angela Lausch, Erik Borg, Jan Bumberger, Peter Dietrich, Marco Heurich, Andreas Huth, András Jung, Reinhard Klenke, Sonja Knapp, Hannes Mollenhauer, Hendrik Paasche, Heiko Paulheim, Marion Pause, Christian Schweitzer, Christiane Schmulius, Josef Settele, Andrew K. Skidmore, Martin Wegmann, Steffen Zacharias, Toralf Kirsten und Michael E. Schaepman 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#7), Molecular Diversity Preservation International, MDPI, Basel, 2018.
  • Heiko Paulheim 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; Paper 10. RWTH, Aachen, 2018.
  • Heiko Paulheim Machine learning with and for semantic web knowledge graphs. In: Lecture Notes in Computer ScienceReasoning Web: Learning, Uncertainty, Streaming, and Scalability : 14th International Summer School 2018 Esch-sur-Alzette, Luxembourg, September 22 – 26, 2018 Tutorial Lectures; 110–141. Springer, Cham, 2018.
  • Heiko Paulheim Make embeddings semantic again!. In: CEUR Workshop ProceedingsISWC-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; 4. RWTH, Aachen, 2018.
  • Jan Portisch und Heiko Paulheim ALOD2Vec matcher. In: CEUR Workshop ProceedingsOM 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; 132–137. RWTH, Aachen, 2018.
  • Mariano Rico, Nandana Mihindukulasooriya, Dimitris Kontokostas, Heiko Paulheim, Sebastian Hellmann und Asunción Gómez-Pérez 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; 323–330. ACM, New York, NY, 2018.
  • Petar Ristoski, Petar Petrovski, Peter Mika und Heiko Paulheim A machine learning approach for product matching and categorization. Semantic Web (9#5), IOS Press, Amsterdam, 2018.

2017

2016

2015

2014

2013

2012

2011

2010

2009

  • Janina Fengel, Heiko Paulheim und Michael Rebstock Semantic Synchronization in B2B Transactions. Journal of Cases on Information Technology : JCIT (11#4), IGI Global, Hershey, PA, 2009.
  • Heiko Paulheim Ontologies for User Interface Integration. In: Lecture Notes in Computer ScienceThe Semantic Web – ISWC 2009 : 8th International Semantic Web Conference, ISWC 2009, Chantilly, VA, USA, October 25-29, 2009. Proceedings; 973–981. Springer, Berlin [u.a.], 2009.
  • Heiko Paulheim 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; 23–28. ACM, New York, NY, 2009.
  • Heiko Paulheim, Sebastian Döweling, Karen Hoi Lam Tso-Sutter, Florian Probst und Thomas Ziegert Improving Usability of Integrated Emergency Response Systems: The SoKNOS Approach. In: GI-Edition : Lecture Notes in Informatics. ProceedingsInformatik 2009 : im Focus das Leben; Beiträge der 39. Jahrestagung der Gesellschaft für Informatik e.V. (GI); 1435–1449. Köllen, Bonn, 2009.

2008

2007

Contact

Prof. Dr. Heiko Paulheim

Prof. Dr. Heiko Paulheim

Chair for Data Science
University of Mannheim
Fakultät für Wirtschafts­informatik und Wirtschafts­mathematik
B 6, 26 – Room B 0.22
68159 Mannheim
Consultation hour(s):
Tue 9–10 a.m.