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Automatically Incorporating New Sources in Keyword Search-Based Data Integration

Summary: Auto-detects new sources for keyword-search data integration as user views evolve. Uses label propagation and schema matchers with user feedback to refine alignments; evaluated on bioinformatics schemas in a mediated-schema setting. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4322
Venue
SIGMOD
Year
2010
Pagerank
5.736358e-05
Overall Rank
6,931 | 52.45%
DOI
10.1145/1807167.1807211

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{talukdar_sigmod10,
        title = {{Automatically Incorporating New Sources in Keyword Search-Based Data Integration}},
        author = {Talukdar, Partha Pratim and Ives, Zachary G. and Pereira, Fernando},
        series = {{SIGMOD} '10},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1807167.1807211},
        url = {https://dl.acm.org/doi/10.1145/1807167.1807211},
        year = {2010}
}

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank Citing Paper Year Venue Pagerank
1,751 Sample-Driven Schema Mapping 2012 SIGMOD 9.838446e-05
4,910 Actively Soliciting Feedback for Query Answers in Keyword Search-Based Data Integration 2013 VLDB 6.4484207e-05
6,330 User Feedback as a First Class Citizen in Information Integration Systems 2011 CIDR 5.9109104e-05
7,670 Sharing Work in Keyword Search over Databases 2011 SIGMOD 5.5709469e-05
12,092 Looking at Everything in Context 2015 CIDR 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 16 of 16 cited papers.

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

Rank Cited Paper Year Venue Pagerank
37 DISCOVER: Keyword Search in Relational Databases 2002 VLDB 0.00048017193
91 WebTables: Exploring the Power of Tables on the Web 2008 VLDB 0.00034838835
160 Integration of Heterogeneous Databases Without Common Domains Using Queries Based on Textual Similarity 1998 SIGMOD 0.0002802209
263 Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach 2001 SIGMOD 0.0002305693
272 BLINKS: Ranked Keyword Searches on Graphs 2007 SIGMOD 0.00022695855
285 ObjectRank: Authority-Based Keyword Search in Databases 2004 VLDB 0.00022365284
297 Generic Schema Matching with Cupid 2001 VLDB 0.00022157284
302 Bidirectional Expansion For Keyword Search on Graph Databases 2005 VLDB 0.00021963347
699 Data Integration with Uncertainty 2007 VLDB 0.0001487423
866 Pay-as-you-go User Feedback for Dataspace Systems 2008 SIGMOD 0.00013519288
973 RankSQL: Query Algebra and Optimization for Relational Top-k Queries 2005 SIGMOD 0.00012874284
1,554 Google’s Deep-Web Crawl 2008 VLDB 0.00010372108
2,554 Understanding Web Query Interfaces: Best-Effort Parsing with Hidden Syntax 2004 SIGMOD 8.4252755e-05
3,032 Learning to Create Data-Integrating Queries 2008 VLDB 7.8323614e-05
3,216 Toward Best-Effort Information Extraction 2008 SIGMOD 7.6322141e-05
3,843 Efficiently Incorporating User Feedback into Information Extraction and Integration Programs 2009 SIGMOD 7.0791732e-05
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