Publications

BibTex

Gerhard Weikum, Johannes Hoffart, Fabian M. Suchanek:
“Knowledge Harvesting: Achievements and Challenges” (pdf)
Book chapter in Springer: Computing and Software Science (LNCS) , 2019
Fabian M. Suchanek, Jonathan Lajus, Armand Boschin, Gerhard Weikum:
“Knowledge Representation and Rule Mining in Entity-Centric Knowledge Bases” (pdf)
Invited paper at the Reasoning Web Summer School (RW) , 2019
Arnaud Soulet, Fabian M. Suchanek:
“Anytime Large-Scale Analytics of Linked Open Data” (pdf)
Full paper at the International Semantic Web Conference (ISWC) , 2019
Thomas Pellissier Tanon, Fabian M. Suchanek:
“Querying the Edit History of Wikidata” (pdf)
Demo at the Extended Semantic Web Conference (ESWC) , 2019
Thomas Pellissier Tanon, Camille Bourgaux, Fabian M. Suchanek:
“Learning How to Correct a Knowledge Base from the Edit History” (pdf)
Full paper at the The Web Conference (WWW) , 2019
Jérôme Dockès, Demian Wassermann, Russell Poldrack, Fabian M. Suchanek, Bertrand Thirion, Gaël Varoquaux:
“Text to brain: predicting the spatial distribution of neuroimaging observations from text reports” (pdf)
Full paper at the International Conference On Medical Image Computing and Computer Assisted Intervention (MICCAI) , 2018
Thomas Rebele, Thomas Pellissier Tanon, Fabian M. Suchanek:
“Bash Datalog: Answering Datalog Queries with Unix Shell Commands” (pdf) (slides)
Full paper at the International Semantic Web Conference (ISWC) , 2018
See also: Project Web page
See also: technical report
Arnaud Soulet, Arnaud Giacometti, Béatrice Markhoff, Fabian M. Suchanek:
“Representativeness of Knowledge Bases with the Generalized Benford’s Law” (pdf)
Full paper at the International Semantic Web Conference (ISWC) , 2018
Best Paper Nominee
See also: Project Web page
Thomas Pellissier Tanon, Marcos Dias de Assunção, Eddy Caron, Fabian M. Suchanek:
“Demoing Platypus – A Multilingual Question Answering Platform for Wikidata” (pdf)
Demo at the Extended Semantic Web Conference (ESWC) , 2018
David Montoya, Thomas Pellissier Tanon, Serge Abiteboul, Fabian M. Suchanek:
“A Knowledge Base for Personal Information Management” (pdf)
Workshop paper at the Linked Data on the Web workshop (LDOW) at WWW , 2018
Thomas Rebele, Katerina Tzompanaki, Fabian M. Suchanek:
“Adding Missing Words to Regular Expressions” (pdf)
Full paper at the Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) , 2018
See also: Project Web page
Jonathan Lajus, Fabian M. Suchanek:
“Are All People Married? Determining Obligatory Attributes in Knowledge Bases” (pdf)
Full paper at the Web Conference (WWW) , 2018
See also: Project Web page
Thomas Rebele, Arash Nekoei, Fabian M. Suchanek:
“Using YAGO for the Humanities” (pdf)
Workshop paper at the Workshop on Humanities in the Semantic Web (WHISE) at ISWC , 2017
Thomas Rebele, Katerina Tzompanaki, Fabian M. Suchanek:
“Visualizing the addition of missing words to regular expressions” (pdf)
Demo at the International Semantic Web Conference (ISWC) , 2017
See also: Demo Web page
Danai Symeonidou, Luis Galárraga, Nathalie Pernelle, Fatiha Saïs, Fabian M. Suchanek:
“VICKEY: Mining Conditional Keys on Knowledge Bases” (pdf)
Full paper at the International Semantic Web Conference (ISWC) , 2017
See also: VICKEY Web page
Jérôme Dockès, Olivier Grisel, Joan Massich, Fabian M. Suchanek, Bertrand Thirion, Gaël Varoquaux:
“Relating Brain Structures To Open-Ended Descriptions Of Cognition” (pdf)
Short paper at the Conference on Cognitive Computational Neuroscience (CCN) , 2017
Fabian M. Suchanek:
“Extraction d’informations” (pdf)
Book chapter in Les Big Data à découvert , 2017
Luis Galárraga, Simon Razniewski, Antoine Amarilli, Fabian M. Suchanek:
“Predicting Completeness in Knowledge Bases” (pdf)
Full paper at the International Conference on Web Search and Data Mining (WSDM) , 2017
Gerhard Weikum, Johannes Hoffart, Fabian M. Suchanek:
“Ten Years of Knowledge Harvesting: Lessons and Challenges” (pdf)
Short journal article in the Data Engineering Bulletin , 2016
Fabian M. Suchanek, Colette Menard, Meghyn Bienvenu, Cyril Chapellier:
“What if machines could be creative?” (pdf)
Demo at the International Semantic Web Conference (ISWC) , 2016
See also: Combinatorial Creativity Web page
David Montoya, Thomas Pellissier Tanon, Serge Abiteboul, Fabian M. Suchanek:
“Thymeflow, a personal knowledge base with spatio-temporal data” (pdf)
Demo at the International Conference on Information and Knowledge Management (CIKM) , 2016
Fabian M. Suchanek, Colette Menard, Meghyn Bienvenu, Cyril Chapellier:
“Can you imagine... a language for combinatorial creativity?” (pdf)
Full paper at the International Semantic Web Conference (ISWC) , 2016
See also: Combinatorial Creativity Web page
Thomas Rebele, Fabian M. Suchanek, Johannes Hoffart, Joanna “Asia” Biega, Erdal Kuzey, Gerhard Weikum:
“YAGO: a multilingual knowledge base from Wikipedia, Wordnet, and Geonames” (pdf)
Short paper at the International Semantic Web Conference (ISWC) , 2016
See also: YAGO Web page
Hiep Le, Thomas Rebele, Fabian M. Suchanek:
“Open Digital Forms” (pdf)
Demo at the Theory and Practice of Digital Libraries (TPDL/ECDL) , 2016
See also: Online tool Web page
Simon Razniewski, Fabian M. Suchanek, Werner Nutt:
“But What Do We Actually Know?” (pdf)
Workshop paper at the Automated Knowledge Base Construction (AKBC) at NAACL , 2016
Fabian M. Suchanek:
“A Hitchhiker's Guide to Ontology” (pdf)
Keynote at the French Workshop on the Quality of Data on the Web (QLOD) , 2016
Luis Galárraga, Christina Teflioudi, Katja Hose, Fabian M. Suchanek:
“Fast Rule Mining in Ontological Knowledge Bases with AMIE+” (pdf)
Journal article in the VLDB Journal (VLDBJ) , 2015
See also: AMIE Web page
Fabian M. Suchanek:
“A Hitchhiker's Guide to Ontology” (pdf)
Keynote at the Workshop on Knowledge Extraction from Text (KET) , 2015
Serge Abiteboul, Luna Dong, Oren Etzioni, Divesh Srivastava, Gerhard Weikum, Julia Stoyanovich, Fabian M. Suchanek:
“The elephant in the room: getting value from Big Data” (pdf)
Short paper at the Web and Databases (WebDB) , 2015
See also: SIGMOD blog posting
Johannes Hoffart, Nicoleta Preda, Fabian M. Suchanek, Gerhard Weikum:
“Knowledge Bases for Web Content Analytics” (pdf)
Tutorial at the World Wide Web (WWW) , 2015
See also: tutorial Web page
Aliaksandr Talaika, Joanna “Asia” Biega, Antoine Amarilli, Fabian M. Suchanek:
“IBEX: Harvesting Entities from the Web Using Unique Identifiers” (pdf)
Workshop paper at the Web and Databases (WebDB) at SIGMOD , 2015
See also: IBEX Web page
See also: technical report
Ziad Ismail, Danai Symeonidou, Fabian M. Suchanek:
“DIVINA: Discovering Vulnerabilities of Internet Accounts” (pdf)
Demo at the World Wide Web Conference (WWW) , 2015
See also: DIVINA Web page
Farzaneh Mahdisoltani, Joanna “Asia” Biega, Fabian M. Suchanek:
“YAGO3: A Knowledge Base from Multilingual Wikipedias” (pdf)
Full paper at the Conference on Innovative Data Systems Research (CIDR) , 2015
See also: YAGO Web page
Luis Galárraga, Fabian M. Suchanek:
“Towards a Numerical Rule Mining Language” (pdf)
Workshop paper at the Automated Knowledge Base Construction (AKBC) at NIPS , 2014
Fabian M. Suchanek:
“Advancing the Utility of Large Knowledge Bases” (pdf)
French Habilitation thesis (HDR) , 2014
Fabian M. Suchanek, Gerhard Weikum:
“Knowledge Bases in the Age of Big Data Analytics” (pdf)
Tutorial at the Very Large Databases (VLDB) , 2014
See also: tutorial Web page
Luis Galárraga, Kevin P. Murphy, Geremy Heitz, Fabian M. Suchanek:
“Canonicalizing Open Knowledge Bases” (pdf)
Full paper at the Conference on Information and Knowledge Management (CIKM) , 2014
Antoine Amarilli, Luis Galárraga, Nicoleta Preda, Fabian M. Suchanek:
“Recent Research Topics around the YAGO Knowledge Base” (pdf)
Invited paper at the Asia Pacific Web Conference (APWEB) , 2014
Fabian M. Suchanek, Nicoleta Preda:
“Semantic Culturomics” (pdf) (slides)
Short paper at the Very Large Databases (VLDB) , 2014
See also: poster
Fabian M. Suchanek:
“Information Extraction for Ontology Learning” (pdf)
Book chapter in Völker and Lehman: Perspectives on Ontology Learning , 2014
Fabian M. Suchanek:
“For intelligence in search - in search for intelligence” (pdf)
Keynote at the French Conference on Extraction and Management of Knowledge (EGC) , 2014
Serge Abiteboul, Fabien Gandon, Fabian M. Suchanek:
“À la recherche des connaissances du Web” (pdf)
1024 - Bulletin de la société informatique de France, number 2 , 2014
Niket Tandon, Gerard de Melo, Fabian M. Suchanek, Gerhard Weikum:
“WebChild: Harvesting and Organizing Commonsense Knowledge from the Web” (pdf)
Full paper at the International Conference on Web Search and Data Mining (WSDM) , 2014
Ndapandula Nakashole, Gerhard Weikum, Fabian M. Suchanek:
“Discovering semantic relations from the web and organizing them with PATTY” (pdf)
Short journal article in the SIGMOD Record , 2013
Thomas Huet, Joanna “Asia” Biega, Fabian M. Suchanek:
“Mining History with Le Monde” (pdf)
Workshop paper at the Automated Knowledge Base Construction (AKBC) at CIKM , 2013
See also: project Web page
Luis Galárraga, Nicoleta Preda, Fabian M. Suchanek:
“Mining Rules to Align Knowledge Bases (ROSA)” (pdf)
Workshop paper at the Automated Knowledge Base Construction (AKBC) at CIKM , 2013
Joanna “Asia” Biega, Erdal Kuzey, Fabian M. Suchanek:
“Inside YAGO2s: A Transparent Information Extraction Architecture” (pdf)
Demo at the World Wide Web Conference (WWW) , 2013
See also: YAGO Web page
Mouna Kacimi, Fabian M. Suchanek, Aparna Varde:
“Databases, Information Retrieval and Knowledge Management: Exploring Paths and Crossing Bridges” (pdf)
Short journal article in the SIGMOD Records , 2013
Fabian M. Suchanek, James Fan, Raphael Hoffmann, Sebastian Riedel, Partha Talukdar:
“Advances in Automated Knowledge Base Construction” (pdf)
Short journal article in the SIGMOD Records , 2013
Richi Nayak, Pierre Senellart, Fabian M. Suchanek, Aparna Varde:
“Discovering Interesting Information with Advances in Web Technology” (pdf)
Journal article in the SIG KDD Explorations , 2013
Fabian M. Suchanek, Gerhard Weikum:
“Knowledge Harvesting in the Big-Data Era” (pdf)
Tutorial at the SIGMOD/PODS (SIGMOD) , 2013
See also: tutorial Web page
Luis Galárraga, Christina Teflioudi, Katja Hose, Fabian M. Suchanek:
“AMIE: Association Rule Mining under Incomplete Evidence in Ontological Knowledge Bases” (pdf)
Full paper at the International World Wide Web Conference (WWW) , 2013
Best student paper award
See also: AMIE Web page
See also: technical report
Fabian M. Suchanek, Gerhard Weikum:
“Knowledge Harvesting from Text and Web Sources” (pdf)
Tutorial at the International Conference on Data engineering (ICDE) , 2013
See also: tutorial Web page
Fabian M. Suchanek, Johannes Hoffart, Erdal Kuzey, Edwin Lewis-Kelham:
“YAGO2s: Modular High-Quality Information Extraction with an Application to Flight Planning” (pdf)
Demo at the German Database Symposium (BTW) , 2013
Nicoleta Preda, Fabian M. Suchanek, Wenjun “Clement” Yuan, Gerhard Weikum:
“SUSIE: Search Using Services and Information Extraction” (pdf)
Full paper at the International Conference on Data Engineering (ICDE) , 2013
Fabian M. Suchanek:
“From Big Data to Good Data” (pdf)
Keynote at the Web of Linked Entities (WOLE) at ISWC , 2012
Gerhard Weikum, Johannes Hoffart, Ndapandula Nakashole, Marc Spaniol, Fabian M. Suchanek, Mohamed Amir Yosef:
“Big Data Methods for Computational Linguistics” (pdf)
Short journal article in the IEEE Data Engineering Bulletin , 2012
Ndapandula Nakashole, Mauro Sozio, Fabian M. Suchanek, Martin Theobald:
“Query-Time Reasoning in Uncertain RDF Knowledge Bases with Soft and Hard Rules” (pdf)
Workshop paper at the Very Large Data Search (VLDS) at VLDB , 2012
Meghyn Bienvenu, Daniel Deutch, Davide Martinenghi, Pierre Senellart, Fabian M. Suchanek:
“Dealing with the Deep Web and all its Quirks” (pdf)
Workshop paper at the Very Large Data Search (VLDS) at VLDB , 2012
Meghyn Bienvenu, Fabian M. Suchanek, Daniel Deutch:
“Provenance for Web 2.0 Data” (pdf) (slides)
Workshop paper at the Secure Datamanagement (SDM) at VLDB , 2012
Ndapandula Nakashole, Gerhard Weikum, Fabian M. Suchanek:
“Discovering and Exploring Relations on the Web” (pdf)
Demo at the Very Large Databases (VLDB) , 2012
Ndapandula Nakashole, Gerhard Weikum, Fabian M. Suchanek:
“PATTY: A Taxonomy of Relational Patterns with Semantic Types” (pdf)
Full paper at the Empirical Methods in Natural Language Processing (EMNLP) , 2012
Runner-up to the best paper award
Johannes Hoffart, Fabian M. Suchanek, Klaus Berberich, Gerhard Weikum:
“YAGO2: A Spatially and Temporally Enhanced Knowledge Base from Wikipedia” (pdf)
Journal article in the Artificial Intelligence , 2013
Prominent Paper Award
Fabian M. Suchanek, David Gross-Amblard:
“Adding Fake Facts to Ontologies” (pdf) (slides)
Demo at the World Wide Web (WWW) , 2012
Fabian M. Suchanek, Serge Abiteboul, Pierre Senellart:
“PARIS: Probabilistic Alignment of Relations, Instances, and Schema” (pdf) (slides)
Full paper at the Very Large Databases (VLDB) , 2012
See also: PARIS Web page
See also: recorded talk
Fabian M. Suchanek, David Gross-Amblard, Serge Abiteboul:
“Watermarking for Ontologies” (pdf) (slides)
Full paper at the International Semantic Web Conference (ISWC) , 2011
Fabian M. Suchanek:
“Ontologies in Practice” (pdf)
Book chapter in Web Data Management , 2011
Gerard de Melo, Fabian M. Suchanek, Adam Pease:
“An Application: Extending SUMO with Wikipedia” (pdf)
Book chapter in Adam Pease: Ontology: A Practical Guide. , 2011
Johannes Hoffart, Fabian M. Suchanek, Klaus Berberich, Edwin Lewis-Kelham, Gerard de Melo, Gerhard Weikum:
“YAGO2: A Spatially and Temporally Enhanced Knowledge Base from Wikipedia” (pdf)
Demo at the World Wide Web (WWW) , 2011
Best demo award
Fabian M. Suchanek, Alessandro Bozzon, Emanuele Della Valle, Alessandro Campi, Stefania Ronchi:
“Towards an Ontological Representation of Services in Search Computing” (pdf)
Book chapter in Stefano Ceri and Marco Brambilla (eds.): New Trends in Search Computing , 2011
Fabian M. Suchanek, Aparna Varde, Richi Nayak, Pierre Senellart:
“The Hidden Web, XML and Semantic Web: A Scientific Data Management Perspective” (pdf)
Tutorial at the International Conference on Extending Database Technology (EDBT) , 2011
Fabian M. Suchanek, Martin Theobald, Gerhard Weikum, Hady W. Lauw, Ralf Schenkel:
“Semantic Knowledge Bases from Web Sources” (pdf)
Tutorial at the International Joint Conference on AI (IJCAI) , 2011
See also: tutorial Web page
Anisoara Nica, Fabian M. Suchanek, Aparna Varde:
“Emerging multidisciplinary research across database management systems” (pdf)
Short journal article in the SIGMOD Record , 2010
Hady W. Lauw, Ralf Schenkel, Fabian M. Suchanek, Martin Theobald, Gerhard Weikum:
“Harvesting Knowledge from Web Data and Text” (pdf)
Tutorial at the Conference on Information and Knowledge Management (CIKM) , 2010
See also: tutorial Web page
Nicoleta Preda, Gjergji Kasneci, Fabian M. Suchanek, Thomas Neumann, Wenjun “Clement” Yuan, Gerhard Weikum:
“Active Knowledge: Dynamically Enriching RDF Knowledge Bases by Web Services (ANGIE)” (pdf)
Full paper at the Conference on the Management of Data (SIGMOD) , 2010
Nicoleta Preda, Fabian M. Suchanek, Gjergji Kasneci, Thomas Neumann, Maya Ramanath, Gerhard Weikum:
“ANGIE: Active Knowledge for Interactive Exploration” (pdf)
Demo at the Very Large Databases (VLDB) , 2009
Aparna Varde, Fabian M. Suchanek, Richi Nayak, Pierre Senellart:
“Knowledge Discovery over the Deep Web, Semantic Web and XML” (pdf) (slides)
Tutorial at the Database Systems for Advanced Applications (DASFAA) , 2009
Ralitsa Angelova, Gjergji Kasneci, Fabian M. Suchanek, Gerhard Weikum:
“GRAFFITI: Node Labeling in Heterogeneous Networks” (pdf)
Short paper at the World Wide Web Conference (WWW) , 2009
Fabian M. Suchanek, Mauro Sozio, Gerhard Weikum:
“SOFIE: A Self-Organizing Framework for Information Extraction” (pdf)
Full paper at the World Wide Web Conference (WWW) , 2009
See also: technical report
Gjergji Kasneci, Maya Ramanath, Mauro Sozio, Fabian M. Suchanek, Gerhard Weikum:
“STAR: Steiner Tree Approximation in Relationship-Graphs” (pdf)
Full paper at the International Conference on Data Engineering (ICDE) , 2009
Fabian M. Suchanek:
“Automated Construction and Growth of a Large Ontology” (pdf) (slides)
PhD-Thesis , 2008
See also: list of cited papers
Gerhard Weikum, Gjergji Kasneci, Fabian M. Suchanek, Maya Ramanath:
“The Future of DB and IR” (pdf)
Short journal article in the Communications of the ACM , 2008
Gjergji Kasneci, Fabian M. Suchanek, Maya Ramanath, Gerhard Weikum:
“The YAGO-NAGA Approach to Knowledge Discovery” (pdf)
Short journal article in the SIGMOD record , 2008
Holger Bast, Fabian M. Suchanek, Ingmar Weber:
“Semantic Full-Text Search with ESTER: Scalable, Easy, Fast” (pdf)
Demo at the International Conference on Data Mining (ICDM) , 2008
Gerard de Melo, Fabian M. Suchanek, Adam Pease:
“Integrating YAGO into the Suggested Upper Merged Ontology” (pdf)
Full paper at the International Conference on Tools with Artificial Intelligence (ICTAI) , 2008
See also: technical report
Fabian M. Suchanek, Milan Vojnovic, Dinan Gunawardena:
“Social Tags: Meaning and Suggestions” (pdf)
Full paper at the Information and Knowledge Management (CIKM) , 2008
Qi Zhang, Fabian M. Suchanek, Lihua Yue, Gerhard Weikum:
“TOB: Timely Ontologies for Business Relations” (pdf)
Workshop paper at the Web and Databases (WebDB) at SIGMOD , 2008
Gjergji Kasneci, Fabian M. Suchanek, Georgiana Ifrim, Shady Elbassuoni, Maya Ramanath, Gerhard Weikum:
“NAGA: Harvesting, Searching and Ranking Knowledge” (pdf)
Demo at the Management of Data (SIGMOD/PODS) , 2008
Fabian M. Suchanek, Gjergji Kasneci, Gerhard Weikum:
“Yago - A Large Ontology from Wikipedia and WordNet” (pdf)
Journal article in the Elsevier Journal of Web Semantics , 2008
Gjergji Kasneci, Fabian M. Suchanek, Georgiana Ifrim, Maya Ramanath, Gerhard Weikum:
“NAGA: Searching and Ranking Knowledge” (pdf)
Full paper at the International Conference on Data Engineering (ICDE) , 2008
Holger Bast, Alexandru Chitea, Fabian M. Suchanek, Ingmar Weber:
“ESTER: Efficient Search on Text, Entities and Relations” (pdf)
Full paper at the Information Retrieval (SIGIR) , 2007
Gjergji Kasneci, Fabian M. Suchanek, Maya Ramanath, Gerhard Weikum:
“How NAGA Uncoils: Searching with Entities and Relations” (pdf)
Short paper at the World Wide Web (WWW) , 2007
Fabian M. Suchanek, Gjergji Kasneci, Gerhard Weikum:
“Yago - A Core of Semantic Knowledge” (pdf)
Full paper at the World Wide Web Conference (WWW) , 2007
Seoul Test of Time Award 2018
Fabian M. Suchanek, Gerhard Weikum:
“Searching knowledge instead of Web pages” (pdf)
year book of the Max Planck Society , 2007
Ralf Schenkel, Fabian M. Suchanek, Gjergji Kasneci:
“YAWN: A Semantically Annotated Wikipedia XML Corpus” (pdf)
Full paper at the German Database Symposium (BTW) , 2007
Peter Baumgartner, Fabian M. Suchanek:
“Automated Reasoning Support for First Order Ontologies” (pdf)
Workshop paper at the Principles and Practice of Semantic Web Reasoning (PPSWR) at ESWC , 2006
Fabian M. Suchanek, Georgiana Ifrim, Gerhard Weikum:
“Combining Linguistic and Statistical Analysis to Extract Relations from Web Documents” (pdf)
Short paper at the Knowledge Discovery and Data Mining (SIGKDD) , 2006
Fabian M. Suchanek, Georgiana Ifrim, Gerhard Weikum:
“LEILA: Learning to Extract Information by Linguistic Analysis” (pdf)
Workshop paper at the Ontology Learning and Population at COLING , 2006
Fabian M. Suchanek:
“Ontological Reasoning for Natural Language Understanding” (pdf)
Master's Thesis , 2005