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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
10070
Venue
VLDB
Year
2010
Pagerank
4.4520434e-05
Overall Rank
8,763 | 39.10%
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
12,198 Keyword Search on Form Results 2011 VLDB 4.1905499e-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
53 DISCOVER: Keyword Search in Relational Databases 2002 VLDB 0.00065993143
278 Efficient IR-Style Keyword Search over Relational Databases 2003 VLDB 0.00029322862
302 BLINKS: Ranked Keyword Searches on Graphs 2007 SIGMOD 0.00028343691
337 Bidirectional Expansion For Keyword Search on Graph Databases 2005 VLDB 0.00027002505
873 Effective Keyword Search in Relational Databases 2006 SIGMOD 0.0001570125
1,153 SQAK: Doing More with Keywords 2008 SIGMOD 0.00013633055
1,202 SPARK: Top-k Keyword Query in Relational Databases 2007 SIGMOD 0.0001333126
1,453 Keyword Proximity Search in Complex Data Graphs 2008 SIGMOD 0.00011921738
1,564 Keyword Search in Databases: The Power of RDBMS 2009 SIGMOD 0.00011340407
1,680 DBXplorer: Enabling Keyword Search over Relational Databases 2002 SIGMOD 0.00010923824
1,974 BANKS: Browsing and Keyword Searching in Relational Databases 2002 VLDB 9.8822798e-05
2,096 Automated Creation of a Forms-based Database Query Interface 2008 VLDB 9.544914e-05
2,127 EASE: An Effective 3-in-1 Keyword Search Method for Unstructured, Semi-structured and Structured Data 2008 SIGMOD 9.4806381e-05
3,347 Avatar Semantic Search: A Database Approach to Information Retrieval 2006 SIGMOD 7.1902278e-05
3,456 Keyword Search on Structured and Semi-Structured Data 2009 SIGMOD 7.0756309e-05
4,410 Efficient Type-Ahead Search on Relational Data: a TASTIER Approach 2009 SIGMOD 6.2012075e-05
5,427 Combining Keyword Search and Forms for Ad Hoc Querying of Databases 2009 SIGMOD 5.5126383e-05
9,572 DataLens: Making a Good First Impression 2009 SIGMOD 4.321265e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
7,365 Sharing Work in Keyword Search over Databases 2011 SIGMOD 4.7459715e-05
9,065 Keyword Querying and Ranking in Databases 2009 VLDB 4.3992275e-05
12,198 Keyword Search on Form Results 2011 VLDB 4.1905499e-05
1,564 Keyword Search in Databases: The Power of RDBMS 2009 SIGMOD 0.00011340407
5,683 Effective Keyword-based Selection of Relational Databases 2007 SIGMOD 5.3733855e-05
3,766 Keyword Search over Relational Databases: A Metadata Approach 2011 SIGMOD 6.7753484e-05
4,593 Keyword Search on Relational Data Streams 2007 SIGMOD 6.0559961e-05
5,427 Combining Keyword Search and Forms for Ad Hoc Querying of Databases 2009 SIGMOD 5.5126383e-05
873 Effective Keyword Search in Relational Databases 2006 SIGMOD 0.0001570125
278 Efficient IR-Style Keyword Search over Relational Databases 2003 VLDB 0.00029322862