Sotabase

Career

· Chief Scientist, Walmart Labs2012–2013
· Chief Scientist, Maana (Current)2011–
· Chief Scientist, Kosmix2010–2011
· Professor - Computer Science, University of Wisconsin-Madison (Current)2008–
· B.S., University of Debrecen
· Ph.D., University of Washington
· M.S., University of Wisconsin-Madison

Publications (184)

Learning to map between ontologies on the semantic web
The Web Conference · 2002
1,082
cited
Reconciling schemas of disparate data sources: a machine-learning approach
ACM SIGMOD Conference · 2001
917
cited
Principles of Data Integration
2012
647
cited
Deep Learning for Entity Matching: A Design Space Exploration
SIGMOD Conference · 2018
618
cited
Ontology Matching: A Machine Learning Approach
Handbook on Ontologies · 2004
582
cited
Semantic Integration Research in the Database Community : A Brief Survey
2005
493
cited
Deep entity matching with pre-trained language models
Proceedings of the VLDB Endowment · 2020
454
cited
Corpus-based schema matching
IEEE International Conference on Data Engineering · 2005
448
cited
iMAP: discovering complex semantic matches between database schemas
ACM SIGMOD Conference · 2004
438
cited
Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS
Proceedings of the VLDB Endowment · 2011
306
cited
An interactive clustering-based approach to integrating source query interfaces on the deep Web
ACM SIGMOD Conference · 2004
298
cited
Learning to Match the Schemas of Data Sources: A Multistrategy Approach
Machine-mediated learning · 2003
285
cited
The Claremont report on database research
CACM · 2009
273
cited
Corleone: hands-off crowdsourcing for entity matching
SIGMOD Conference · 2014
272
cited
Declarative Information Extraction Using Datalog with Embedded Extraction Predicates
Very Large Data Bases Conference · 2007
229
cited
Privacy-preserving data integration and sharing
Workshop on Research Issues on Data Mining and Knowledge Discovery · 2004
221
cited
Crowdsourcing systems on the World-Wide Web
Communications of the ACM · 2011
183
cited
On the provenance of non-answers to queries over extracted data
Proceedings of the VLDB Endowment · 2008
182
cited
Semantic Integration Research in the Database Community: A Brief Survey
The AI Magazine · 2005
168
cited
eTuner: tuning schema matching software using synthetic scenarios
The VLDB journal · 2007
164
cited
Sotabase
Anhai Doan | Researcher Profile | Sotabase | Sotabase