Prof. Dr. Heiko Paulheim

Chair for Data Science

Program Director of Mannheim Master in Data Science

B6, 26, Room B0.22

heiko (at) 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

2019

2018

  • Aldo Gangemi, Anna Lisa Gentile, Andrea Giovanni Nuzzolese, Sebastian Rudolph, Maria Maleshkova, Heiko Paulheim, Jeff Z. Pan and 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 and 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 and Heiko Paulheim Language-agnostic relation extraction from abstracts in Wikis. Information (9#4), MDPI Publ., Basel, 2018.
  • Stefan Helmstetter and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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.