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Keyword Search in Databases: The Power of RDBMS

Summary: SQL-based keyword search over RDBMSs discovers interconnected tuple structures (connected trees, radius-bounded reachability, multi-center subgraphs) with size control. Tuple reduction prunes irrelevant tuples via SQL, then evaluates the reduced data with SQL; no new indexing, validated on two commercial RDBMSs and two real datasets. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4157
Venue
SIGMOD
Year
2009
Pagerank
0.00011340407
Overall Rank
1,564 | 89.14%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 14 of 14 citing papers.

Rank Citing Paper Year Venue Pagerank
1,168 SODA: Generating SQL for Business Users 2012 VLDB 0.00013531301
1,502 Discovering Queries based on Example Tuples 2014 SIGMOD 0.00011614522
1,575 Reverse Engineering Complex Join Queries 2013 SIGMOD 0.00011288804
2,717 REGAL+: Reverse Engineering SPJA Queries 2018 VLDB 8.2370772e-05
2,990 FastQRE: Fast Query Reverse Engineering 2018 SIGMOD 7.7727915e-05
3,766 Keyword Search over Relational Databases: A Metadata Approach 2011 SIGMOD 6.7753484e-05
4,838 Finding Patterns in a Knowledge Base using Keywords to Compose Table Answers 2014 VLDB 5.883146e-05
5,331 Optimizing and Parallelizing Ranked Enumeration 2011 VLDB 5.5642069e-05
5,661 Trip Planning by an Integrated Search Paradigm 2018 SIGMOD 5.3859487e-05
8,030 Understanding Queries in a Search Database System 2010 PODS 4.5984458e-05
8,763 Toward Scalable Keyword Search over Relational Data 2010 VLDB 4.4520434e-05
9,446 Finding a Minimal Tree Pattern Under Neighborhood Constraints 2011 PODS 4.3373542e-05
12,247 Exploratory Keyword Search on Data Graphs 2010 SIGMOD 4.1905499e-05
12,274 Ten Thousand SQLs: Parallel Keyword Queries Computing 2010 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 17 of 17 cited papers.

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

Rank Cited Paper Year Venue Pagerank
51 Including Group-By in Query Optimization 1994 VLDB 0.00067060283
53 DISCOVER: Keyword Search in Relational Databases 2002 VLDB 0.00065993143
179 Efficient and Extensible Algorithms for Multi Query Optimization 2000 SIGMOD 0.00037637319
278 Efficient IR-Style Keyword Search over Relational Databases 2003 VLDB 0.00029322862
302 BLINKS: Ranked Keyword Searches on Graphs 2007 SIGMOD 0.00028343691
320 ObjectRank: Authority-Based Keyword Search in Databases 2004 VLDB 0.00027574254
337 Bidirectional Expansion For Keyword Search on Graph Databases 2005 VLDB 0.00027002505
454 An Overview of Query Optimization in Relational Systems 1998 PODS 0.00022796106
873 Effective Keyword Search in Relational Databases 2006 SIGMOD 0.0001570125
1,072 Finding and Approximating Top-k Answers in Keyword Proximity Search 2006 PODS 0.00014256848
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
1,475 Efficient Exploitation of Similar Subexpressions for Query Processing 2007 SIGMOD 0.00011765071
2,190 Keyword Search on External Memory Data Graphs 2008 VLDB 9.3356692e-05
2,604 Integrating DB and IR Technologies: What is the Sound of One Hand Clapping? * 2005 CIDR 8.4628537e-05
4,593 Keyword Search on Relational Data Streams 2007 SIGMOD 6.0559961e-05
4,674 Scalable Multi-Query Optimization for Exploratory Queries over Federated Scientific Databases 2008 VLDB 6.0000019e-05
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12,274 Ten Thousand SQLs: Parallel Keyword Queries Computing 2010 VLDB 4.1905499e-05
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