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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
4111
Venue
SIGMOD
Year
2009
Pagerank
7.7796344e-05
Overall Rank
2,984 | 79.25%
DOI
-

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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 0.00065762967
208 Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach 2001 SIGMOD 0.0003460594
287 Declarative Information Extraction Using Datalog with Embedded Extraction Predicates 2007 VLDB 0.00028971272
481 Incremental Maintenance of Views with Duplicates 1995 SIGMOD 0.00022167223
611 Lineage Tracing for General Data Warehouse Transformations 2001 VLDB 0.00019231115
652 On the Provenance of Non-Answers to Queries over Extracted Data 2008 VLDB 0.00018634477
672 An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web 2004 SIGMOD 0.00018355746
692 Pay-as-you-go User Feedback for Dataspace Systems 2008 SIGMOD 0.00018083948
759 To Search or to Crawl? Towards a Query Optimizer for Text-Centric Tasks 2006 SIGMOD 0.00017064615
1,095 The Lixto Data Extraction Project - Back and Forth between Theory and Practice 2004 PODS 0.00014126427
1,722 Building Structured Web Community Portals: A Top-Down, Compositional, and Incremental Approach 2007 VLDB 0.00010757784
1,866 Update Exchange with Mappings and Provenance 2007 VLDB 0.00010272139
2,066 DBLife: A Community Information Management Platform for the Database Research Community 2007 CIDR 9.6399561e-05
2,788 Incremental Schema Matching 2006 VLDB 8.1251255e-05
3,477 Toward Best-Effort Information Extraction 2008 SIGMOD 7.0583481e-05
5,564 Interactive Generation of Integrated Schemas 2008 SIGMOD 5.4320854e-05
7,322 Interactive Source Registration in Community-oriented Information Integration 2008 VLDB 4.7628024e-05
9,635 Optimizing Complex Extraction Programs over Evolving Text Data 2009 SIGMOD 4.3118125e-05
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