Publications

BibTex

2021

ConferenceA Lightweight Neural Model for Biomedical Entity Linking
Lihu Chen, Gaël Varoquaux, Fabian M. Suchanek
AAAI Conference on Artificial Intelligence  (AAAI)

2020

WorkshopQuery Rewriting On Path Views Without Integrity Constraints
Julien Romero, Nicoleta Preda, Fabian M. Suchanek
DataMod Workshop  (DataMod)
JournalMachine Knowledge: Creation and Curation of Comprehensive Knowledge Bases
Gerhard Weikum, Luna Dong, Simon Razniewski, Fabian M. Suchanek
Foundations and Trends in Databases
WorkshopExtracting Complex Information from Natural Language Text: A Survey
Mechket Emna Mahouachi, Fabian M. Suchanek
Semantic and knowledge graph advances for journalism  (Semantic Journalism) at CIKM
See also: Project page
See also: NoRDF project
DemoComputing and Illustrating Query Rewritings on Path Views with Binding Patterns
Julien Romero, Nicoleta Preda, Antoine Amarilli, Fabian M. Suchanek
International conference on information and knowledge management  (CIKM)
See also: Demo
See also: Github page
JournalAn Experimental Study of State-of-the-Art Entity Alignment Approaches
Xiang Zhao, Weixin Zeng, Jiuyang Tang, Wei Wang, Fabian M. Suchanek
IEEE Transactions on Knowledge and Data Engineering  (TKDE)
WorkshopThe Need to Move Beyond Triples
Fabian M. Suchanek
International Workshop on Narrative Extraction from Texts  (Text2Story) at ECIR
See also: NoRDF project
See also: Slides
See also: Recorded talk
JournalNeuroQuery: comprehensive meta-analysis of human brain mapping
Jérôme Dockès, Russell Poldrack, Romain Primet, Gözükan Hande, Tal Yarkoni, Fabian M. Suchanek, Bertrand Thirion, Gaël Varoquaux
eLife Journal  (eLife)
ConferenceEquivalent Rewritings on Path Views with Binding Patterns
Julien Romero, Nicoleta Preda, Antoine Amarilli, Fabian M. Suchanek
Extended Semantic Web Conference  (ESWC)
See also: Video of the talk
See also: Demo
See also: Github page
ConferenceFast and Exact Rule Mining with AMIE 3
Jonathan Lajus, Luis Galárraga, Fabian M. Suchanek
Extended Semantic Web Conference  (ESWC)
See also: AMIE project
Short P.YAGO 4: A Reason-able Knowledge Base
Thomas Pellissier Tanon, Gerhard Weikum, Fabian M. Suchanek
Extended Semantic Web Conference  (ESWC)
WorkshopToward Visual Interactive Exploration of Heterogeneous Graphs
Irène Burger, Ioana Manolescu, Emmanuel Pietriga, Fabian M. Suchanek
Search, Exploration, and Analysis in Heterogeneous Datastores  (SEAData) at EDBT

2019

Book Ch.Knowledge Harvesting: Achievements and Challenges
Gerhard Weikum, Johannes Hoffart, Fabian M. Suchanek
Springer: Computing and Software Science  (LNCS)
InvitedKnowledge Representation and Rule Mining in Entity-Centric Knowledge Bases
Fabian M. Suchanek, Jonathan Lajus, Armand Boschin, Gerhard Weikum
Reasoning Web Summer School  (RW)
ConferenceAnytime Large-Scale Analytics of Linked Open Data
Arnaud Soulet, Fabian M. Suchanek
International Semantic Web Conference  (ISWC)
DemoQuerying the Edit History of Wikidata
Thomas Pellissier Tanon, Fabian M. Suchanek
Extended Semantic Web Conference  (ESWC)
ConferenceLearning How to Correct a Knowledge Base from the Edit History
Thomas Pellissier Tanon, Camille Bourgaux, Fabian M. Suchanek
The Web Conference  (WWW)

2018

ConferenceText to brain: predicting the spatial distribution of neuroimaging observations from text reports
Jérôme Dockès, Demian Wassermann, Russell Poldrack, Fabian M. Suchanek, Bertrand Thirion, Gaël Varoquaux
International Conference On Medical Image Computing and Computer Assisted Intervention  (MICCAI)
ConferenceBash Datalog: Answering Datalog Queries with Unix Shell Commands” (slides)
Thomas Rebele, Thomas Pellissier Tanon, Fabian M. Suchanek
International Semantic Web Conference  (ISWC)
Spotlight paper
See also: Bash Datalog Project
See also: technical report
ConferenceRepresentativeness of Knowledge Bases with the Generalized Benford’s Law
Arnaud Soulet, Arnaud Giacometti, Béatrice Markhoff, Fabian M. Suchanek
International Semantic Web Conference  (ISWC)
Best Paper Nominee
See also: Project Web page
DemoDemoing Platypus – A Multilingual Question Answering Platform for Wikidata
Thomas Pellissier Tanon, Marcos Dias de Assunção, Eddy Caron, Fabian M. Suchanek
Extended Semantic Web Conference  (ESWC)
WorkshopA Knowledge Base for Personal Information Management
David Montoya, Thomas Pellissier Tanon, Serge Abiteboul, Fabian M. Suchanek
Linked Data on the Web workshop  (LDOW) at WWW
ConferenceAdding Missing Words to Regular Expressions
Thomas Rebele, Katerina Tzompanaki, Fabian M. Suchanek
Pacific-Asia Conference on Knowledge Discovery and Data Mining  (PAKDD)
See also: Project Web page
ConferenceAre All People Married? Determining Obligatory Attributes in Knowledge Bases
Jonathan Lajus, Fabian M. Suchanek
Web Conference  (WWW)
See also: Project Web page

2017

WorkshopUsing YAGO for the Humanities
Thomas Rebele, Arash Nekoei, Fabian M. Suchanek
Workshop on Humanities in the Semantic Web  (WHISE) at ISWC
DemoVisualizing the addition of missing words to regular expressions
Thomas Rebele, Katerina Tzompanaki, Fabian M. Suchanek
International Semantic Web Conference  (ISWC)
See also: Demo
ConferenceVICKEY: Mining Conditional Keys on Knowledge Bases
Danai Symeonidou, Luis Galárraga, Nathalie Pernelle, Fatiha Saïs, Fabian M. Suchanek
International Semantic Web Conference  (ISWC)
See also: VICKEY project Web page
Short P.Relating Brain Structures To Open-Ended Descriptions Of Cognition
Jérôme Dockès, Olivier Grisel, Joan Massich, Fabian M. Suchanek, Bertrand Thirion, Gaël Varoquaux
Conference on Cognitive Computational Neuroscience  (CCN)
Book Ch.Extraction d’informations
Fabian M. Suchanek
Les Big Data à découvert
ConferencePredicting Completeness in Knowledge Bases
Luis Galárraga, Simon Razniewski, Antoine Amarilli, Fabian M. Suchanek
International Conference on Web Search and Data Mining  (WSDM)

2016

Short J.Ten Years of Knowledge Harvesting: Lessons and Challenges
Gerhard Weikum, Johannes Hoffart, Fabian M. Suchanek
Data Engineering Bulletin
DemoWhat if machines could be creative?
Fabian M. Suchanek, Colette Menard, Meghyn Bienvenu, Cyril Chapellier
International Semantic Web Conference  (ISWC)
See also: Combinatorial Creativity Web page
DemoThymeflow, a personal knowledge base with spatio-temporal data
David Montoya, Thomas Pellissier Tanon, Serge Abiteboul, Fabian M. Suchanek
International Conference on Information and Knowledge Management  (CIKM)
ConferenceCan you imagine... a language for combinatorial creativity?
Fabian M. Suchanek, Colette Menard, Meghyn Bienvenu, Cyril Chapellier
International Semantic Web Conference  (ISWC)
See also: Combinatorial Creativity Web page
Short P.YAGO: a multilingual knowledge base from Wikipedia, Wordnet, and Geonames
Thomas Rebele, Fabian M. Suchanek, Johannes Hoffart, Joanna “Asia” Biega, Erdal Kuzey, Gerhard Weikum
International Semantic Web Conference  (ISWC)
See also: YAGO Web page
DemoOpen Digital Forms
Hiep Le, Thomas Rebele, Fabian M. Suchanek
Theory and Practice of Digital Libraries  (TPDL/ECDL)
See also: Online tool
WorkshopBut What Do We Actually Know?
Simon Razniewski, Fabian M. Suchanek, Werner Nutt
Automated Knowledge Base Construction  (AKBC) at NAACL
KeynoteA Hitchhiker's Guide to Ontology
Fabian M. Suchanek
French Workshop on the Quality of Data on the Web  (QLOD)

2015

JournalFast Rule Mining in Ontological Knowledge Bases with AMIE+
Luis Galárraga, Christina Teflioudi, Katja Hose, Fabian M. Suchanek
VLDB Journal  (VLDBJ)
See also: AMIE Web page
KeynoteA Hitchhiker's Guide to Ontology
Fabian M. Suchanek
Workshop on Knowledge Extraction from Text  (KET)
Short P.The elephant in the room: getting value from Big Data
Serge Abiteboul, Luna Dong, Oren Etzioni, Divesh Srivastava, Gerhard Weikum, Julia Stoyanovich, Fabian M. Suchanek
Web and Databases  (WebDB)
See also: SIGMOD blog post
TutorialKnowledge Bases for Web Content Analytics
Johannes Hoffart, Nicoleta Preda, Fabian M. Suchanek, Gerhard Weikum
World Wide Web  (WWW)
See also: tutorial
WorkshopIBEX: Harvesting Entities from the Web Using Unique Identifiers
Aliaksandr Talaika, Joanna “Asia” Biega, Antoine Amarilli, Fabian M. Suchanek
Web and Databases  (WebDB) at SIGMOD
See also: technical report
See also: IBEX project Web page
DemoDIVINA: Discovering Vulnerabilities of Internet Accounts
Ziad Ismail, Danai Symeonidou, Fabian M. Suchanek
World Wide Web Conference  (WWW)
See also: DIVINA demo
ConferenceYAGO3: A Knowledge Base from Multilingual Wikipedias
Farzaneh Mahdisoltani, Joanna “Asia” Biega, Fabian M. Suchanek
Conference on Innovative Data Systems Research  (CIDR)
See also: YAGO Web page

2014

WorkshopTowards a Numerical Rule Mining Language
Luis Galárraga, Fabian M. Suchanek
Automated Knowledge Base Construction  (AKBC) at NIPS
Advancing the Utility of Large Knowledge Bases
Fabian M. Suchanek
French Habilitation thesis  (HDR)
TutorialKnowledge Bases in the Age of Big Data Analytics
Fabian M. Suchanek, Gerhard Weikum
Very Large Databases  (VLDB)
See also: tutorial
ConferenceCanonicalizing Open Knowledge Bases
Luis Galárraga, Kevin P. Murphy, Geremy Heitz, Fabian M. Suchanek
Conference on Information and Knowledge Management  (CIKM)
InvitedRecent Research Topics around the YAGO Knowledge Base
Antoine Amarilli, Luis Galárraga, Nicoleta Preda, Fabian M. Suchanek
Asia Pacific Web Conference  (APWEB)
Short P.Semantic Culturomics” (slides)
Fabian M. Suchanek, Nicoleta Preda
Very Large Databases  (VLDB)
See also: poster
Book Ch.Information Extraction for Ontology Learning
Fabian M. Suchanek
Völker and Lehman: Perspectives on Ontology Learning
KeynoteFor intelligence in search - in search for intelligence
Fabian M. Suchanek
French Conference on Extraction and Management of Knowledge  (EGC)
À la recherche des connaissances du Web
Serge Abiteboul, Fabien Gandon, Fabian M. Suchanek
1024 - Bulletin de la société informatique de France, number 2
ConferenceWebChild: Harvesting and Organizing Commonsense Knowledge from the Web
Niket Tandon, Gerard de Melo, Fabian M. Suchanek, Gerhard Weikum
International Conference on Web Search and Data Mining  (WSDM)

2013

Short J.Discovering semantic relations from the web and organizing them with PATTY
Ndapandula Nakashole, Gerhard Weikum, Fabian M. Suchanek
SIGMOD Record
WorkshopMining History with Le Monde
Thomas Huet, Joanna “Asia” Biega, Fabian M. Suchanek
Automated Knowledge Base Construction  (AKBC) at CIKM
See also: Project Web page
WorkshopMining Rules to Align Knowledge Bases (ROSA)
Luis Galárraga, Nicoleta Preda, Fabian M. Suchanek
Automated Knowledge Base Construction  (AKBC) at CIKM
DemoInside YAGO2s: A Transparent Information Extraction Architecture
Joanna “Asia” Biega, Erdal Kuzey, Fabian M. Suchanek
World Wide Web Conference  (WWW)
See also: YAGO Web page
Short J.Databases, Information Retrieval and Knowledge Management: Exploring Paths and Crossing Bridges
Mouna Kacimi, Fabian M. Suchanek, Aparna Varde
SIGMOD Records
Short J.Advances in Automated Knowledge Base Construction
Fabian M. Suchanek, James Fan, Raphael Hoffmann, Sebastian Riedel, Partha Talukdar
SIGMOD Records
JournalDiscovering Interesting Information with Advances in Web Technology
Richi Nayak, Pierre Senellart, Fabian M. Suchanek, Aparna Varde
SIG KDD Explorations
TutorialKnowledge Harvesting in the Big-Data Era
Fabian M. Suchanek, Gerhard Weikum
SIGMOD/PODS  (SIGMOD)
See also: tutorial
ConferenceAMIE: Association Rule Mining under Incomplete Evidence in Ontological Knowledge Bases
Luis Galárraga, Christina Teflioudi, Katja Hose, Fabian M. Suchanek
International World Wide Web Conference  (WWW)
Best student paper award
See also: technical report
See also: AMIE Web site
TutorialKnowledge Harvesting from Text and Web Sources
Fabian M. Suchanek, Gerhard Weikum
International Conference on Data engineering  (ICDE)
See also: tutorial
DemoYAGO2s: Modular High-Quality Information Extraction with an Application to Flight Planning
Fabian M. Suchanek, Johannes Hoffart, Erdal Kuzey, Edwin Lewis-Kelham
German Database Symposium  (BTW)
See also: YAGO Web page
ConferenceSUSIE: Search Using Services and Information Extraction
Nicoleta Preda, Fabian M. Suchanek, Wenjun “Clement” Yuan, Gerhard Weikum
International Conference on Data Engineering  (ICDE)
JournalYAGO2: A Spatially and Temporally Enhanced Knowledge Base from Wikipedia
Johannes Hoffart, Fabian M. Suchanek, Klaus Berberich, Gerhard Weikum
Artificial Intelligence
Prominent Paper Award
See also: YAGO Web page

2012

KeynoteFrom Big Data to Good Data
Fabian M. Suchanek
Web of Linked Entities  (WOLE) at ISWC
Short J.Big Data Methods for Computational Linguistics
Gerhard Weikum, Johannes Hoffart, Ndapandula Nakashole, Marc Spaniol, Fabian M. Suchanek, Mohamed Amir Yosef
IEEE Data Engineering Bulletin
WorkshopQuery-Time Reasoning in Uncertain RDF Knowledge Bases with Soft and Hard Rules
Ndapandula Nakashole, Mauro Sozio, Fabian M. Suchanek, Martin Theobald
Very Large Data Search  (VLDS) at VLDB
WorkshopDealing with the Deep Web and all its Quirks
Meghyn Bienvenu, Daniel Deutch, Davide Martinenghi, Pierre Senellart, Fabian M. Suchanek
Very Large Data Search  (VLDS) at VLDB
WorkshopProvenance for Web 2.0 Data” (slides)
Meghyn Bienvenu, Fabian M. Suchanek, Daniel Deutch
Secure Datamanagement  (SDM) at VLDB
DemoDiscovering and Exploring Relations on the Web
Ndapandula Nakashole, Gerhard Weikum, Fabian M. Suchanek
Very Large Databases  (VLDB)
ConferencePATTY: A Taxonomy of Relational Patterns with Semantic Types
Ndapandula Nakashole, Gerhard Weikum, Fabian M. Suchanek
Empirical Methods in Natural Language Processing  (EMNLP)
Runner-up to the best paper award
DemoAdding Fake Facts to Ontologies” (slides)
Fabian M. Suchanek, David Gross-Amblard
World Wide Web  (WWW)
ConferencePARIS: Probabilistic Alignment of Relations, Instances, and Schema” (slides)
Fabian M. Suchanek, Serge Abiteboul, Pierre Senellart
Very Large Databases  (VLDB)
See also: PARIS Web site
See also: recorded talk

2011

ConferenceWatermarking for Ontologies” (slides)
Fabian M. Suchanek, David Gross-Amblard, Serge Abiteboul
International Semantic Web Conference  (ISWC)
Book Ch.Ontologies in Practice
Fabian M. Suchanek
Web Data Management
Book Ch.An Application: Extending SUMO with Wikipedia
Gerard de Melo, Fabian M. Suchanek, Adam Pease
Adam Pease: Ontology: A Practical Guide.
DemoYAGO2: A Spatially and Temporally Enhanced Knowledge Base from Wikipedia
Johannes Hoffart, Fabian M. Suchanek, Klaus Berberich, Edwin Lewis-Kelham, Gerard de Melo, Gerhard Weikum
World Wide Web  (WWW)
Best demo award
See also: YAGO Web page
Book Ch.Towards an Ontological Representation of Services in Search Computing
Fabian M. Suchanek, Alessandro Bozzon, Emanuele Della Valle, Alessandro Campi, Stefania Ronchi
Stefano Ceri and Marco Brambilla (eds.): New Trends in Search Computing
TutorialThe Hidden Web, XML and Semantic Web: A Scientific Data Management Perspective
Fabian M. Suchanek, Aparna Varde, Richi Nayak, Pierre Senellart
International Conference on Extending Database Technology  (EDBT)
TutorialSemantic Knowledge Bases from Web Sources
Fabian M. Suchanek, Martin Theobald, Gerhard Weikum, Hady W. Lauw, Ralf Schenkel
International Joint Conference on AI  (IJCAI)
See also: tutorial

2010

Short J.Emerging multidisciplinary research across database management systems
Anisoara Nica, Fabian M. Suchanek, Aparna Varde
SIGMOD Record
TutorialHarvesting Knowledge from Web Data and Text
Hady W. Lauw, Ralf Schenkel, Fabian M. Suchanek, Martin Theobald, Gerhard Weikum
Conference on Information and Knowledge Management  (CIKM)
ConferenceActive Knowledge: Dynamically Enriching RDF Knowledge Bases by Web Services (ANGIE)
Nicoleta Preda, Gjergji Kasneci, Fabian M. Suchanek, Thomas Neumann, Wenjun “Clement” Yuan, Gerhard Weikum
Conference on the Management of Data  (SIGMOD)

2009

DemoANGIE: Active Knowledge for Interactive Exploration
Nicoleta Preda, Fabian M. Suchanek, Gjergji Kasneci, Thomas Neumann, Maya Ramanath, Gerhard Weikum
Very Large Databases  (VLDB)
TutorialKnowledge Discovery over the Deep Web, Semantic Web and XML” (slides)
Aparna Varde, Fabian M. Suchanek, Richi Nayak, Pierre Senellart
Database Systems for Advanced Applications  (DASFAA)
Short P.GRAFFITI: Node Labeling in Heterogeneous Networks
Ralitsa Angelova, Gjergji Kasneci, Fabian M. Suchanek, Gerhard Weikum
World Wide Web Conference  (WWW)
ConferenceSOFIE: A Self-Organizing Framework for Information Extraction
Fabian M. Suchanek, Mauro Sozio, Gerhard Weikum
World Wide Web Conference  (WWW)
See also: technical report
ConferenceSTAR: Steiner Tree Approximation in Relationship-Graphs
Gjergji Kasneci, Maya Ramanath, Mauro Sozio, Fabian M. Suchanek, Gerhard Weikum
International Conference on Data Engineering  (ICDE)

2008

Automated Construction and Growth of a Large Ontology” (slides)
Fabian M. Suchanek
PhD-Thesis
Short J.The Future of DB and IR
Gerhard Weikum, Gjergji Kasneci, Fabian M. Suchanek, Maya Ramanath
Communications of the ACM
Short J.The YAGO-NAGA Approach to Knowledge Discovery
Gjergji Kasneci, Fabian M. Suchanek, Maya Ramanath, Gerhard Weikum
SIGMOD record
See also: YAGO Web page
DemoSemantic Full-Text Search with ESTER: Scalable, Easy, Fast
Holger Bast, Fabian M. Suchanek, Ingmar Weber
International Conference on Data Mining  (ICDM)
ConferenceIntegrating YAGO into the Suggested Upper Merged Ontology
Gerard de Melo, Fabian M. Suchanek, Adam Pease
International Conference on Tools with Artificial Intelligence  (ICTAI)
See also: technical report
ConferenceSocial Tags: Meaning and Suggestions
Fabian M. Suchanek, Milan Vojnovic, Dinan Gunawardena
Information and Knowledge Management  (CIKM)
WorkshopTOB: Timely Ontologies for Business Relations
Qi Zhang, Fabian M. Suchanek, Lihua Yue, Gerhard Weikum
Web and Databases  (WebDB) at SIGMOD
DemoNAGA: Harvesting, Searching and Ranking Knowledge
Gjergji Kasneci, Fabian M. Suchanek, Georgiana Ifrim, Shady Elbassuoni, Maya Ramanath, Gerhard Weikum
Management of Data  (SIGMOD/PODS)
JournalYago - A Large Ontology from Wikipedia and WordNet
Fabian M. Suchanek, Gjergji Kasneci, Gerhard Weikum
Elsevier Journal of Web Semantics
See also: YAGO Web page
ConferenceNAGA: Searching and Ranking Knowledge
Gjergji Kasneci, Fabian M. Suchanek, Georgiana Ifrim, Maya Ramanath, Gerhard Weikum
International Conference on Data Engineering  (ICDE)

2007

ConferenceESTER: Efficient Search on Text, Entities and Relations
Holger Bast, Alexandru Chitea, Fabian M. Suchanek, Ingmar Weber
Information Retrieval  (SIGIR)
Short P.How NAGA Uncoils: Searching with Entities and Relations
Gjergji Kasneci, Fabian M. Suchanek, Maya Ramanath, Gerhard Weikum
World Wide Web  (WWW)
ConferenceYago - A Core of Semantic Knowledge
Fabian M. Suchanek, Gjergji Kasneci, Gerhard Weikum
World Wide Web Conference  (WWW)
Seoul Test of Time Award 2018
See also: YAGO Web page
Searching knowledge instead of Web pages
Fabian M. Suchanek, Gerhard Weikum
year book of the Max Planck Society
ConferenceYAWN: A Semantically Annotated Wikipedia XML Corpus
Ralf Schenkel, Fabian M. Suchanek, Gjergji Kasneci
German Database Symposium  (BTW)

2006

WorkshopAutomated Reasoning Support for First Order Ontologies
Peter Baumgartner, Fabian M. Suchanek
Principles and Practice of Semantic Web Reasoning  (PPSWR) at ESWC
Short P.Combining Linguistic and Statistical Analysis to Extract Relations from Web Documents
Fabian M. Suchanek, Georgiana Ifrim, Gerhard Weikum
Knowledge Discovery and Data Mining  (SIGKDD)
WorkshopLEILA: Learning to Extract Information by Linguistic Analysis
Fabian M. Suchanek, Georgiana Ifrim, Gerhard Weikum
Ontology Learning and Population at COLING

2005

Ontological Reasoning for Natural Language Understanding
Fabian M. Suchanek
Master's Thesis