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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
3572
Venue
SIGMOD
Year
2004
Pagerank
0.00013995705
Overall Rank
791 | 94.58%
DOI
10.1145/1007568.1007582

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{wu_sigmod04,
        title = {{An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web}},
        author = {Wu, Wensheng and Yu, Clement and Doan, AnHai and Meng, Weiyi},
        series = {{SIGMOD} '04},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1007568.1007582},
        url = {https://dl.acm.org/doi/10.1145/1007568.1007582},
        year = {2004}
}

Incoming Citations (Sorted by Pagerank)

Showing 24 of 24 citing papers.

Rank Citing Paper Year Venue Pagerank
250 Answering Queries using Humans, Algorithms and Databases 2011 CIDR 0.00023261164
767 Human-Assisted Graph Search: It’s Okay to Ask Questions 2011 VLDB 0.00014208622
866 Pay-as-you-go User Feedback for Dataspace Systems 2008 SIGMOD 0.00013519288
969 Web-scale Data Integration: You can only afford to Pay As You Go 2007 CIDR 0.00012892148
1,497 Generic Schema Matching, Ten Years Later 2011 VLDB 0.00010568859
1,554 Google’s Deep-Web Crawl 2008 VLDB 0.00010372108
2,538 Tuning Schema Matching Software using Synthetic Scenarios 2005 VLDB 8.4548936e-05
3,505 Context-Aware Wrapping: Synchronized Data Extraction 2007 VLDB 7.3582812e-05
3,690 Toward Large Scale Integration: Building a MetaQuerier over Databases on the Web 2005 CIDR 7.2007927e-05
3,843 Efficiently Incorporating User Feedback into Information Extraction and Integration Programs 2009 SIGMOD 7.0791732e-05
4,471 Harnessing the Deep Web: Present and Future 2009 CIDR 6.6813981e-05
5,545 A Hierarchical Approach to Model Web Query Interfaces for Web Source Integration 2009 VLDB 6.1795204e-05
6,904 Light-weight Domain-based Form Assistant: Querying Web Databases On the Fly 2005 VLDB 5.7425557e-05
7,325 ADnEV: Cross-Domain Schema Matching using Deep Similarity Matrix Adjustment and Evaluation 2020 VLDB 5.6443833e-05
7,442 Meaningful Labeling of Integrated Query Interfaces 2006 VLDB 5.6171595e-05
8,705 Progressive Deep Web Crawling Through Keyword Queries For Data Enrichment 2019 SIGMOD 5.3807913e-05
8,706 WISE-Integrator: A System for Extracting and Integrating Complex Web Search Interfaces of the Deep Web 2005 VLDB 5.3805554e-05
9,014 The Role of Schema Matching in Large Enterprises 2009 CIDR 5.3321017e-05
9,031 Learning to Extract Form Labels 2008 VLDB 5.3283239e-05
10,095 Stop Word and Related Problems in Web Interface Integration 2009 VLDB 5.1528643e-05
11,566 PACk: An Efficient Partition-based Distributed Agglomerative Hierarchical Clustering Algorithm for Deduplication 2022 VLDB 5.093636e-05
12,435 Creating and Exploring Web Form Repositories 2010 SIGMOD 5.093636e-05
12,455 Deep Web Integration with VisQI 2010 VLDB 5.093636e-05
12,520 Kosmix: High-Performance Topic Exploration using the Deep Web 2009 VLDB 5.093636e-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
94 Potter's Wheel: An Interactive Data Cleaning System 2001 VLDB 0.00034616103
180 Schema Mapping as Query Discovery 2000 VLDB 0.00026772368
182 Federated Database Systems for Managing Distributed, Heterogeneous, and Autonomous Databases 1991 VLDB 0.00026367971
263 Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach 2001 SIGMOD 0.0002305693
297 Generic Schema Matching with Cupid 2001 VLDB 0.00022157284
340 Crawling the Hidden Web 2001 VLDB 0.00020711119
390 COMA - A system for flexible combination of schema matching approaches 2002 VLDB 0.00019382486
778 Statistical Schema Matching across Web Query Interfaces 2003 SIGMOD 0.00014102198
2,007 Merging Models Based on Given Correspondences 2003 VLDB 9.3144511e-05
2,621 WISE-Integrator: An Automatic Integrator of Web Search Interfaces for E-Commerce 2003 VLDB 8.3342664e-05
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# Overall Rank Paper Year Venue
1 12,455 Deep Web Integration with VisQI 2010 VLDB
2 8,383 MetaQuerier: Querying Structured Web Sources On-the-fly 2005 SIGMOD
3 7,442 Meaningful Labeling of Integrated Query Interfaces 2006 VLDB
4 3,690 Toward Large Scale Integration: Building a MetaQuerier over Databases on the Web 2005 CIDR
5 4,910 Actively Soliciting Feedback for Query Answers in Keyword Search-Based Data Integration 2013 VLDB
6 2,372 Instance-based Schema Matching for Web Databases by Domain-specific Query Probing 2004 VLDB
7 12,418 Schema Clustering and Retrieval for Multi-domain Pay-As-You-Go Data Integration Systems 2010 SIGMOD
8 778 Statistical Schema Matching across Web Query Interfaces 2003 SIGMOD
9 2,916 Knocking the Door to the Deep Web: Integrating Web Query Interfaces 2004 SIGMOD
10 5,545 A Hierarchical Approach to Model Web Query Interfaces for Web Source Integration 2009 VLDB