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Efficiently Incorporating User Feedback into Information Extraction and Integration Programs

Summary: Declarative user feedback rules via hlog enable live propagation of corrections in an IE/II program P. Augmented P iteratively absorbs feedback (input/intermediate/output) with optimization and real-data experiments, showing practical promise. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4112
Venue
SIGMOD
Year
2009
Pagerank
7.7890486e-05
Overall Rank
2,974 | 79.34%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 7 of 7 citing papers.

Rank Citing Paper Year Venue Pagerank
118 Answering Queries using Humans, Algorithms and Databases 2011 CIDR 0.00045860394
2,853 Building, Maintaining, and Using Knowledge Bases: A Report from the Trenches 2013 SIGMOD 8.0147968e-05
5,458 Crowdsourcing Applications and Platforms: A Data Management Perspective 2011 VLDB 5.4952003e-05
5,788 Lenses: An On-Demand Approach to ETL 2015 VLDB 5.3256103e-05
6,355 User Feedback as a First Class Citizen in Information Integration Systems 2011 CIDR 5.0939108e-05
6,793 Automatically Incorporating New Sources in Keyword Search-Based Data Integration 2010 SIGMOD 4.9201319e-05
12,060 Provenance-based Dictionary Refinement in Information Extraction 2013 SIGMOD 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 18 of 18 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
55 Efficiently Updating Materialized Views 1986 SIGMOD 0.00065687017
207 Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach 2001 SIGMOD 0.00034571837
289 Declarative Information Extraction Using Datalog with Embedded Extraction Predicates 2007 VLDB 0.00028865317
482 Incremental Maintenance of Views with Duplicates 1995 SIGMOD 0.00022145976
593 Lineage Tracing for General Data Warehouse Transformations 2001 VLDB 0.0001952223
653 On the Provenance of Non-Answers to Queries over Extracted Data 2008 VLDB 0.00018616975
671 An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web 2004 SIGMOD 0.00018370384
686 Pay-as-you-go User Feedback for Dataspace Systems 2008 SIGMOD 0.00018107664
759 To Search or to Crawl? Towards a Query Optimizer for Text-Centric Tasks 2006 SIGMOD 0.00017041917
1,094 The Lixto Data Extraction Project - Back and Forth between Theory and Practice 2004 PODS 0.00014105105
1,716 Building Structured Web Community Portals: A Top-Down, Compositional, and Incremental Approach 2007 VLDB 0.00010772386
1,868 Update Exchange with Mappings and Provenance 2007 VLDB 0.0001026365
2,071 DBLife: A Community Information Management Platform for the Database Research Community 2007 CIDR 9.6311384e-05
2,792 Incremental Schema Matching 2006 VLDB 8.1185188e-05
3,479 Toward Best-Effort Information Extraction 2008 SIGMOD 7.053581e-05
5,568 Interactive Generation of Integrated Schemas 2008 SIGMOD 5.4286497e-05
7,314 Interactive Source Registration in Community-oriented Information Integration 2008 VLDB 4.7596296e-05
9,634 Optimizing Complex Extraction Programs over Evolving Text Data 2009 SIGMOD 4.3076859e-05
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13,069 A Data Modeling Approach to Simplify the Design of User Interfaces 1983 VLDB 4.1905499e-05
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