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Toward Scalable Keyword Search over Relational Data

Summary: Hybrid KWS over relational data: deliver fast keyword results, then expose query forms to characterize and explore the remaining answer space. POC and experiments show feasibility, addressing performance variability without sacrificing coverage. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10069
Venue
VLDB
Year
2010
Pagerank
4.456315e-05
Overall Rank
8,766 | 39.02%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank Citing Paper Year Venue Pagerank
12,190 Keyword Search on Form Results 2011 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 18 of 18 cited papers.

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

Rank Cited Paper Year Venue Pagerank
54 DISCOVER: Keyword Search in Relational Databases 2002 VLDB 0.00066047203
276 Efficient IR-Style Keyword Search over Relational Databases 2003 VLDB 0.00029336949
301 BLINKS: Ranked Keyword Searches on Graphs 2007 SIGMOD 0.00028370644
336 Bidirectional Expansion For Keyword Search on Graph Databases 2005 VLDB 0.00027020919
877 Effective Keyword Search in Relational Databases 2006 SIGMOD 0.00015714014
1,153 SQAK: Doing More with Keywords 2008 SIGMOD 0.00013642866
1,201 SPARK: Top-k Keyword Query in Relational Databases 2007 SIGMOD 0.0001334371
1,453 Keyword Proximity Search in Complex Data Graphs 2008 SIGMOD 0.00011917976
1,564 Keyword Search in Databases: The Power of RDBMS 2009 SIGMOD 0.00011350495
1,679 DBXplorer: Enabling Keyword Search over Relational Databases 2002 SIGMOD 0.00010932603
1,972 BANKS: Browsing and Keyword Searching in Relational Databases 2002 VLDB 9.8916725e-05
2,091 Automated Creation of a Forms-based Database Query Interface 2008 VLDB 9.5608989e-05
2,125 EASE: An Effective 3-in-1 Keyword Search Method for Unstructured, Semi-structured and Structured Data 2008 SIGMOD 9.4893973e-05
3,341 Avatar Semantic Search: A Database Approach to Information Retrieval 2006 SIGMOD 7.1972915e-05
3,450 Keyword Search on Structured and Semi-Structured Data 2009 SIGMOD 7.0824082e-05
4,414 Efficient Type-Ahead Search on Relational Data: a TASTIER Approach 2009 SIGMOD 6.2056993e-05
5,419 Combining Keyword Search and Forms for Ad Hoc Querying of Databases 2009 SIGMOD 5.5176475e-05
9,573 DataLens: Making a Good First Impression 2009 SIGMOD 4.3254101e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
7,374 Sharing Work in Keyword Search over Databases 2011 SIGMOD 4.7494134e-05
9,069 Keyword Querying and Ranking in Databases 2009 VLDB 4.4032906e-05
12,190 Keyword Search on Form Results 2011 VLDB 4.1945683e-05
1,564 Keyword Search in Databases: The Power of RDBMS 2009 SIGMOD 0.00011350495
5,672 Effective Keyword-based Selection of Relational Databases 2007 SIGMOD 5.3784128e-05
3,758 Keyword Search over Relational Databases: A Metadata Approach 2011 SIGMOD 6.7824746e-05
4,592 Keyword Search on Relational Data Streams 2007 SIGMOD 6.0613645e-05
5,419 Combining Keyword Search and Forms for Ad Hoc Querying of Databases 2009 SIGMOD 5.5176475e-05
877 Effective Keyword Search in Relational Databases 2006 SIGMOD 0.00015714014
276 Efficient IR-Style Keyword Search over Relational Databases 2003 VLDB 0.00029336949