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

Summary: Interactive, clustering-based matching of hierarchical Deep Web query interfaces. Extends beyond 1:1 mappings with complex mappings, human-in-the-loop parameter learning, and iterative refinement, showing strong empirical effectiveness. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
3510
Venue
SIGMOD
Year
2004
Pagerank
0.00018355746
Overall Rank
672 | 95.33%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 24 of 24 citing papers.

Rank Citing Paper Year Venue Pagerank
119 Answering Queries using Humans, Algorithms and Databases 2011 CIDR 0.0004564788
692 Pay-as-you-go User Feedback for Dataspace Systems 2008 SIGMOD 0.00018083948
697 Human-Assisted Graph Search: It’s Okay to Ask Questions 2011 VLDB 0.00018043655
1,147 Web-scale Data Integration: You can only afford to Pay As You Go 2007 CIDR 0.00013677658
1,527 Generic Schema Matching, Ten Years Later 2011 VLDB 0.00011499442
1,537 Google's Deep-Web Crawl 2008 VLDB 0.00011465704
1,762 Tuning Schema Matching Software using Synthetic Scenarios 2005 VLDB 0.00010646894
2,984 Efficiently Incorporating User Feedback into Information Extraction and Integration Programs 2009 SIGMOD 7.7796344e-05
3,724 Toward Large Scale Integration: Building a MetaQuerier over Databases on the Web 2005 CIDR 6.8173288e-05
3,747 Context-Aware Wrapping: Synchronized Data Extraction 2007 VLDB 6.7917216e-05
4,229 Harnessing the Deep Web: Present and Future 2009 CIDR 6.3399547e-05
5,774 A Hierarchical Approach to Model Web Query Interfaces for Web Source Integration 2009 VLDB 5.3313642e-05
6,827 Light-weight Domain-based Form Assistant: Querying Web Databases On the Fly 2005 VLDB 4.9137918e-05
7,422 Meaningful Labeling of Integrated Query Interfaces 2006 VLDB 4.7343948e-05
7,613 ADnEV: Cross-Domain Schema Matching using Deep Similarity Matrix Adjustment and Evaluation 2020 VLDB 4.6961059e-05
8,460 WISE-Integrator: A System for Extracting and Integrating Complex Web Search Interfaces of the Deep Web 2005 VLDB 4.5061526e-05
8,678 Progressive Deep Web Crawling Through Keyword Queries For Data Enrichment 2019 SIGMOD 4.4702119e-05
8,823 The Role of Schema Matching in Large Enterprises 2009 CIDR 4.4415658e-05
8,878 Learning to Extract Form Labels 2008 VLDB 4.4302126e-05
9,943 Stop Word and Related Problems in Web Interface Integration 2009 VLDB 4.2456408e-05
11,368 PACk: An Efficient Partition-based Distributed Agglomerative Hierarchical Clustering Algorithm for Deduplication 2022 VLDB 4.1945683e-05
12,240 Creating and Exploring Web Form Repositories 2010 SIGMOD 4.1945683e-05
12,260 Deep Web Integration with VisQI 2010 VLDB 4.1945683e-05
12,326 Kosmix: High-Performance Topic Exploration using the Deep Web 2009 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank Cited Paper Year Venue Pagerank
112 Potter's Wheel: An Interactive Data Cleaning System 2001 VLDB 0.00047045036
165 Federated Database Systems for Managing Distributed, Heterogeneous, and Autonomous Databases 1991 VLDB 0.00039502525
173 Schema Mapping as Query Discovery 2000 VLDB 0.00038627829
208 Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach 2001 SIGMOD 0.0003460594
234 Crawling the Hidden Web 2001 VLDB 0.00032018108
303 Generic Schema Matching with Cupid 2001 VLDB 0.00028301477
382 COMA - A system for flexible combination of schema matching approaches 2002 VLDB 0.00024823252
902 Statistical Schema Matching across Web Query Interfaces 2003 SIGMOD 0.00015486247
1,693 Merging Models Based on Given Correspondences 2003 VLDB 0.00010900382
2,447 WISE-Integrator: An Automatic Integrator of Web Search Interfaces for E-Commerce 2003 VLDB 8.8037197e-05
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Overall Rank Paper Year Venue Pagerank
12,260 Deep Web Integration with VisQI 2010 VLDB 4.1945683e-05
8,154 MetaQuerier: Querying Structured Web Sources On-the-fly 2005 SIGMOD 4.5745458e-05
7,422 Meaningful Labeling of Integrated Query Interfaces 2006 VLDB 4.7343948e-05
3,724 Toward Large Scale Integration: Building a MetaQuerier over Databases on the Web 2005 CIDR 6.8173288e-05
5,032 Actively Soliciting Feedback for Query Answers in Keyword Search-Based Data Integration 2013 VLDB 5.748807e-05
12,223 Schema Clustering and Retrieval for Multi-domain Pay-As-You-Go Data Integration Systems 2010 SIGMOD 4.1945683e-05
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902 Statistical Schema Matching across Web Query Interfaces 2003 SIGMOD 0.00015486247
2,095 Knocking the Door to the Deep Web: Integrating Web Query Interfaces 2004 SIGMOD 9.5505068e-05
5,774 A Hierarchical Approach to Model Web Query Interfaces for Web Source Integration 2009 VLDB 5.3313642e-05