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Learning to Create Data-Integrating Queries

Summary: Learns ranked cross-source queries and reusable Web forms from keywords by traversing keys, mappings, synonyms, and taxonomies. User feedback tunes association/source costs, improving answer ranking with provenance for non-expert, life-science data integration. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
9905
Venue
VLDB
Year
2008
Pagerank
7.8323614e-05
Overall Rank
3,032 | 79.20%
DOI
10.14778/1453856.1453941

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{talukdar_vldb08,
        title = {{Learning to Create Data-Integrating Queries}},
        author = {Talukdar, Partha Pratim and Jacob, Marie and Mehmood, Muhammad Salman and Crammer, Koby and Ives, Zachary G. and Pereira, Fernando and Guha, Sudipto},
        journal = {PVLDB},
        series = {{VLDB} '08},
        volume = {1},
        number = {2},
        pages = {785--798},
        doi = {10.14778/1453856.1453941},
        url = {https://doi.org/10.14778/1453856.1453941},
        year = {2008}
}

Incoming Citations (Sorted by Pagerank)

Showing 16 of 16 citing papers.

Rank Citing Paper Year Venue Pagerank
1,303 Finding Related Tables in Data Lakes for Interactive Data Science 2020 SIGMOD 0.0001123653
1,327 A Unified Approach to Ranking in Probabilistic Databases 2009 VLDB 0.00011141552
1,751 Sample-Driven Schema Mapping 2012 SIGMOD 9.838446e-05
1,912 Querying Data Provenance 2010 SIGMOD 9.4946756e-05
3,239 Keyword Search on Structured and Semi-Structured Data 2009 SIGMOD 7.6078324e-05
3,502 Interactive Data Integration through Smart Copy & Paste 2009 CIDR 7.3592947e-05
4,736 REX: Explaining Relationships between Entity Pairs 2012 VLDB 6.5300642e-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
6,931 Automatically Incorporating New Sources in Keyword Search-Based Data Integration 2010 SIGMOD 5.736358e-05
7,065 Dataset Relationship Management 2019 CIDR 5.7123431e-05
7,670 Sharing Work in Keyword Search over Databases 2011 SIGMOD 5.5709469e-05
8,013 Optimizing and Parallelizing Ranked Enumeration 2011 VLDB 5.5073426e-05
9,652 Finding a Minimal Tree Pattern Under Neighborhood Constraints 2011 PODS 5.2426111e-05
12,092 Looking at Everything in Context 2015 CIDR 5.093636e-05
12,379 Pay-As-You-Go Mapping Selection in Dataspaces 2011 SIGMOD 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

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

Rank Cited Paper Year Venue Pagerank
17 Provenance Semirings 2007 PODS 0.00059843817
37 DISCOVER: Keyword Search in Relational Databases 2002 VLDB 0.00048017193
50 Efficient Query Evaluation on Probabilistic Databases 2004 VLDB 0.00043596705
77 XRANK: Ranked Keyword Search over XML Documents 2003 SIGMOD 0.00037048607
111 TelegraphCQ: Continuous Dataflow Processing for an Uncertain World 2003 CIDR 0.00032990214
160 Integration of Heterogeneous Databases Without Common Domains Using Queries Based on Textual Similarity 1998 SIGMOD 0.0002802209
285 ObjectRank: Authority-Based Keyword Search in Databases 2004 VLDB 0.00022365284
302 Bidirectional Expansion For Keyword Search on Graph Databases 2005 VLDB 0.00021963347
328 An Adaptive Query Execution System for Data Integration* 1999 SIGMOD 0.00021081317
973 RankSQL: Query Algebra and Optimization for Relational Top-k Queries 2005 SIGMOD 0.00012874284
1,429 Finding and Approximating Top-k Answers in Keyword Proximity Search 2006 PODS 0.00010811133
1,599 Update Exchange with Mappings and Provenance 2007 VLDB 0.00010241307
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