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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
hccbce30afeb2e041
Venue
SIGMOD
Year
2010
Pagerank
5.5883722e-05
Overall Rank
7,085 | 52.51%
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
1,787 Sample-Driven Schema Mapping 2012 SIGMOD 9.6333179e-05
5,054 Actively Soliciting Feedback for Query Answers in Keyword Search-Based Data Integration 2013 VLDB 6.2842233e-05
6,449 User Feedback as a First Class Citizen in Information Integration Systems 2011 CIDR 5.7639319e-05
7,846 Sharing Work in Keyword Search over Databases 2011 SIGMOD 5.4254046e-05
12,434 Looking at Everything in Context 2015 CIDR 4.9605343e-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
38 DISCOVER: Keyword Search in Relational Databases 2002 VLDB 0.00047300197
88 WebTables: Exploring the Power of Tables on the Web 2008 VLDB 0.00035500667
164 Integration of Heterogeneous Databases Without Common Domains Using Queries Based on Textual Similarity 1998 SIGMOD 0.00027451323
271 Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach 2001 SIGMOD 0.00022566676
272 BLINKS: Ranked Keyword Searches on Graphs 2007 SIGMOD 0.00022559588
292 ObjectRank: Authority-Based Keyword Search in Databases 2004 VLDB 0.00021888861
294 Bidirectional Expansion For Keyword Search on Graph Databases 2005 VLDB 0.00021884041
298 Generic Schema Matching with Cupid 2001 VLDB 0.00021849408
718 Data Integration with Uncertainty 2007 VLDB 0.00014507333
890 Pay-as-you-go User Feedback for Dataspace Systems 2008 SIGMOD 0.00013212032
941 RankSQL: Query Algebra and Optimization for Relational Top-k Queries 2005 SIGMOD 0.00012938573
1,584 Google’s Deep-Web Crawl 2008 VLDB 0.00010136933
2,609 Understanding Web Query Interfaces: Best-Effort Parsing with Hidden Syntax 2004 SIGMOD 8.2052997e-05
3,100 Learning to Create Data-Integrating Queries 2008 VLDB 7.6312005e-05
3,285 Toward Best-Effort Information Extraction 2008 SIGMOD 7.4430978e-05
3,924 Efficiently Incorporating User Feedback into Information Extraction and Integration Programs 2009 SIGMOD 6.9044317e-05
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