AnHai Doan

SIGMOD Rec., March, 2024

2023

Effective entity matching with transformers.

[BibT_eX]

[DOI]

VLDB J., November, 2023

Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching.

[BibT_eX]

[DOI]

Derek Paulsen

Yash Govind

Proc. VLDB Endow., 2023

2022

Cloud Data Systems: What are the Opportunities for the Database Research Community?

[BibT_eX]

[DOI]

Magdalena Balazinska

Surajit Chaudhuri

Joseph M. Hellerstein

Hanuma Kodavalla

Ippokratis Pandis

Matei Zaharia

Proc. VLDB Endow., 2022

Toward Data Cleaning with a Target Accuracy: A Case Study for Value Normalization.

[BibT_eX]

[DOI]

Adel Ardalan

Derek Paulsen

Amanpreet Singh Saini

Walter Cai

Saravanan Thirumuruganathan

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Deep Learning for Blocking in Entity Matching: A Design Space Exploration.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

2020

Advice from SIGMOD/PODS 2020.

[BibT_eX]

[DOI]

SIGMOD Rec., 2020

Deep Entity Matching with Pre-Trained Language Models.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Magellan: toward building ecosystems of entity matching solutions.

[BibT_eX]

[DOI]

Kaushik Chandrasekhar

Philip Martinkus

Matthew Christie

Commun. ACM, 2020

CoClean: Collaborative Data Cleaning.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

Manually Detecting Errors for Data Cleaning Using Adaptive Crowdsourcing Strategies.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Data Curation with Deep Learning.

[BibT_eX]

[DOI]

Saravanan Thirumuruganathan

Nan Tang

Mourad Ouzzani

Sanjay Subramanian Seshadri

Proceedings of the 23rd International Conference on Extending Database Technology, 2020

2019

The Seattle Report on Database Research.

[BibT_eX]

[DOI]

SIGMOD Rec., 2019

Entity Matching Meets Data Science: A Progress Report from the Magellan Project.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Management of Data, 2019

Executing Entity Matching End to End: A Case Study.

[BibT_eX]

[DOI]

Pradap Konda

Elan Segarra

Brent Hueth

Proceedings of the Advances in Database Technology, 2019

2018

CloudMatcher: A Hands-Off Cloud/Crowd Service for Entity Matching.

[BibT_eX]

[DOI]

Yash Govind

Erik Paulson

Palaniappan Nagarajan

Proc. VLDB Endow., 2018

Smurf: Self-Service String Matching Using Random Forests.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

Toward a System Building Agenda for Data Integration (and Data Science).

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2018

BigGorilla: An Open-Source Ecosystem for Data Preparation and Integration.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2018

Deep Learning for Entity Matching: A Design Space Exploration.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Management of Data, 2018

Human-in-the-Loop Data Analysis: A Personal Perspective.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2018

MatchCatcher: A Debugger for Blocking in Entity Matching.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Extending Database Technology, 2018

2017

Toward a System Building Agenda for Data Integration.

[BibT_eX]

[DOI]

CoRR, 2017

MetaSRA: normalized human sample-specific metadata for the Sequence Read Archive.

[BibT_eX]

[DOI]

Matthew Bernstein

Colin N. Dewey

Bioinform., 2017

Human-in-the-Loop Challenges for Entity Matching: A Midterm Report.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, 2017

Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Towards Interactive Debugging of Rule-based Entity Matching.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Extending Database Technology, 2017

Entity Matching Using Magellan: Matching Drug Reference Tables.

[BibT_eX]

[DOI]

Proceedings of the Summit on Clinical Research Informatics, 2017

What is Our Agenda for Data Science?

[BibT_eX]

[DOI]

Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

bigNN: An open-source big data toolkit focused on biomedical sentence classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Magellan: Toward Building Entity Matching Management Systems over Data Science Stacks.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2016

Magellan: Toward Building Entity Matching Management Systems.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2016

2015

Why Big Data Industrial Systems Need Rules and What We Can Do About It.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

On Debugging Non-Answers in Keyword Search Systems.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Extending Database Technology, 2015

2014

The Beckman Report on Database Research.

[BibT_eX]

[DOI]

SIGMOD Rec., 2014

Chimera: Large-Scale Classification using Machine Learning, Rules, and Crowdsourcing.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

Tracking Entities in the Dynamic World: A Fast Algorithm for Matching Temporal Records.

[BibT_eX]

[DOI]

Yueh-Hsuan Chiang

Jeffrey F. Naughton

Proc. VLDB Endow., 2014

Corleone: hands-off crowdsourcing for entity matching.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

Modeling entity evolution for temporal record matching.

[BibT_eX]

[DOI]

Yueh-Hsuan Chiang

Jeffrey F. Naughton

Proceedings of the International Conference on Management of Data, 2014

2013

Entity Extraction, Linking, Classification, and Tagging for Social Media: A Wikipedia-Based Approach.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

Social Media Analytics: The Kosmix Story.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2013

Badger: Toward Crowdsourcing the Building of Structured Knowledge Bases.

[BibT_eX]

Proceedings of the 16th International Workshop on the Web and Databases 2013, 2013

Building, maintaining, and using knowledge bases: a report from the trenches.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

2012

Muppet: MapReduce-Style Processing of Fast Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

Principles of Data Integration.

[BibT_eX]

[DOI]

Zachary G. Ives

Morgan Kaufmann, ISBN: 978-0-12-416044-6, 2012

2011

Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

Crowdsourcing Applications and Platforms: A Data Management Perspective.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

Crowdsourcing systems on the World-Wide Web.

[BibT_eX]

[DOI]

Raghu Ramakrishnan

Commun. ACM, 2011

2010

Toward Scalable Keyword Search over Relational Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2010

Crowds, clouds, and algorithms: exploring the human side of "big data" applications.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Toward industrial-strength keyword search systems over relational data.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Data Engineering, 2010

2009

Modeling and Extracting Deep-Web Query Interfaces.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information and Intelligent Systems, 2009

Combining keyword search and forms for ad hoc querying of databases.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Optimizing complex extraction programs over evolving text data.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Efficiently incorporating user feedback into information extraction and integration programs.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Weighted Proximity Best-Joins for Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Data Engineering, 2009

Join Optimization of Information Extraction Output: Quality Matters!

[BibT_eX]

[DOI]

Alpa Jain

Panagiotis G. Ipeirotis

Luis Gravano

Proceedings of the 25th International Conference on Data Engineering, 2009

The Case for a Structured Approach to Managing Unstructured Data.

[BibT_eX]

[DOI]

Proceedings of the Fourth Biennial Conference on Innovative Data Systems Research, 2009

2008

Information extraction challenges in managing unstructured data.

[BibT_eX]

[DOI]

SIGMOD Rec., 2008

Databases and Web 2.0 panel at VLDB 2007.

[BibT_eX]

[DOI]

SIGMOD Rec., 2008

The Claremont report on database research.

[BibT_eX]

[DOI]

SIGMOD Rec., 2008

On the provenance of non-answers to queries over extracted data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2008

Analyzing and revising data integration schemas to improve their matchability.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2008

Toward best-effort information extraction.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Building Structured Web Community Portals Via Extraction, Integration, and Mass Collaboration.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2008: Trends in Artificial Intelligence, 2008

A Discriminative Approach to Ontology Mapping.

[BibT_eX]

[DOI]

Michael L. Wick

Khashayar Rohanimanesh

Andrew McCallum

Proceedings of the International Workshop on New Trends in Information Integration, 2008

Matching Schemas in Online Communities: A Web 2.0 Approach.

[BibT_eX]

[DOI]

Robert McCann

Warren Shen

Proceedings of the 24th International Conference on Data Engineering, 2008

Optimizing SQL Queries over Text Databases.

[BibT_eX]

[DOI]

Alpa Jain

Luis Gravano

Proceedings of the 24th International Conference on Data Engineering, 2008

Building Community Wikipedias: A Machine-Human Partnership Approach.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Efficient Information Extraction over Evolving Text Data.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

2007

eTuner: tuning schema matching software using synthetic scenarios.

[BibT_eX]

[DOI]

VLDB J., 2007

User-Centric Research Challenges in Community Information Management Systems.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2007

Declarative Information Extraction Using Datalog with Embedded Extraction Predicates.

[BibT_eX]

[DOI]

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Building Structured Web Community Portals: A Top-Down, Compositional, and Incremental Approach.

[BibT_eX]

[DOI]

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

A Relational Approach to Incrementally Extracting and Querying Structure in Unstructured Data.

[BibT_eX]

[DOI]

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

OLAP over Imprecise Data with Domain Constraints.

[BibT_eX]

[DOI]

Douglas Burdick

Raghu Ramakrishnan

Shivakumar Vaithyanathan

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Data Quality Challenges in Community Systems.

[BibT_eX]

Proceedings of the Fifth International Workshop on Quality in Databases, 2007

Source-aware Entity Matching: A Compositional Approach.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering, 2007

Efficient Keyword Search Across Heterogeneous Relational Databases.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering, 2007

SQL Queries Over Unstructured Text Databases.

[BibT_eX]

[DOI]

Alpa Jain

Luis Gravano

Proceedings of the 23rd International Conference on Data Engineering, 2007

K-Anonymization as Spatial Indexing: Toward Scalable and Incremental Anonymization.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering, 2007

DBLife: A Community Information Management Platform for the Database Research Community (Demo).

[BibT_eX]

[DOI]

Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007

2006

Community Information Management.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2006

Managing information extraction: state of the art and research directions.

[BibT_eX]

[DOI]

Raghu Ramakrishnan

Shivakumar Vaithyanathan

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

WebIQ: Learning from the Web to Match Deep-Web Query Interfaces.

[BibT_eX]

[DOI]

Wensheng Wu

Clement T. Yu

Proceedings of the 22nd International Conference on Data Engineering, 2006

2005

Semantic Integration.

[BibT_eX]

[DOI]

AI Mag., 2005

Semantic Integration Research in the Database Community: A Brief Survey.

[BibT_eX]

[DOI]

AI Mag., 2005

Tuning Schema Matching Software using Synthetic Scenarios.

[BibT_eX]

[DOI]

Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

Mapping Maintenance for Data Integration Systems.

[BibT_eX]

[DOI]

Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

Bootstrapping Domain Ontology for Semantic Web Services from Source Web Sites.

[BibT_eX]

[DOI]

Proceedings of the Technologies for E-Services, 6th International Workshop, 2005

Merging Interface Schemas on the Deep Web via Clustering Aggregation.

[BibT_eX]

[DOI]

Wensheng Wu

Clement T. Yu

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Integrating Data from Disparate Sources: A Mass Collaboration Approach.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Data Engineering, 2005

Corpus-based Schema Matching.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Data Engineering, 2005

Collaborative Development of Information Integration Systems.

[BibT_eX]

[DOI]

Robert McCann

Warren Shen

Proceedings of the Knowledge Collection from Volunteer Contributors, 2005

Constraint-Based Entity Matching.

[BibT_eX]

[DOI]

Warren Shen

Xin Li

Proceedings of the Proceedings, 2005

2004

Introduction to the Special Issue on Semantic Integration.

[BibT_eX]

[DOI]

SIGMOD Rec., 2004

Semantic Integration Workshop at the 2nd International Semantic Web Conference (ISWC-2003).

[BibT_eX]

[DOI]

SIGMOD Rec., 2004

Semantic Integration Workshop at the Second International Semantic Web Conference (ISWC-2003).

[BibT_eX]

[DOI]

AI Mag., 2004

An Interactive Clustering-based Approach to Integrating Source Query interfaces on the Deep Web.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

iMAP: Discovering Complex Mappings between Database Schemas.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

Privacy-preserving data integration and sharing.

[BibT_eX]

[DOI]

Proceedings of the 9th ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2004

Ontology Matching: A Machine Learning Approach.

[BibT_eX]

Proceedings of the Handbook on Ontologies, 2004

2003

Learning to match ontologies on the Semantic Web.

[BibT_eX]

[DOI]

VLDB J., 2003

Learning to Match the Schemas of Data Sources: A Multistrategy Approach.

[BibT_eX]

[DOI]

Pedro M. Domingos

Mach. Learn., 2003

Profile-Based Object Matching for Information Integration.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2003

Building Data Integration Systems: A Mass Collaboration Approach.

[BibT_eX]

[DOI]

Proceedings of the International Workshop on Web and Databases, 2003

Building Data Integration Systems: A Mass Collaboration Approach.

[BibT_eX]

[DOI]

Robert McCann

Proceedings of IJCAI-03 Workshop on Information Integration on the Web (IIWeb-03), 2003

Object Matching for Information Integration: A Profiler-Based Approach.

[BibT_eX]

[DOI]

Proceedings of IJCAI-03 Workshop on Information Integration on the Web (IIWeb-03), 2003

Crossing the Structure Chasm.

[BibT_eX]

[DOI]

Proceedings of the First Biennial Conference on Innovative Data Systems Research, 2003

2002

Database Research at the University of Illinois at Urbana-Champaign.

[BibT_eX]

[DOI]

Marianne Winslett

Kevin Chen-Chuan Chang

SIGMOD Rec., 2002

Learning to map between ontologies on the semantic web.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International World Wide Web Conference, 2002

Efficiently Ordering Query Plans for Data Integration.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

2001

Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach.

[BibT_eX]

[DOI]

Pedro M. Domingos

Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

2000

Learning Source Description for Data Integration.

[BibT_eX]

[DOI]

Pedro M. Domingos

Alon Y. Levy

Proceedings of the Third International Workshop on the Web and Databases, 2000

1998

Geometric Foundations for Interval-Based Probabilities.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 1998

1996

Sound Abstraction of Probabilistic Actions in The Constraint Mass Assignment Framework.

[BibT_eX]

[DOI]

Peter Haddawy

Proceedings of the UAI '96: Proceedings of the Twelfth Annual Conference on Uncertainty in Artificial Intelligence, 1996

Modeling Probabilistic Actions for Practical Decision-Theoretic Planning.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Artificial Intelligence Planning Systems, 1996

1995

Efficient Decision-Theoretic Planning: Techniques and Empirical Analysis.

[BibT_eX]

[DOI]

Peter Haddawy

Richard Goodwin

Proceedings of the UAI '95: Proceedings of the Eleventh Annual Conference on Uncertainty in Artificial Intelligence, 1995

1994

Abstracting Probabilistic Actions.

[BibT_eX]

[DOI]

Peter Haddawy