Efficient IR-Style Keyword Search over Relational Databases
Summary: Adapts IR-style relevance ranking to free-form keyword queries over relational data, returning top-k results across joins. Leverages single-column text search, supports AND/OR, and focuses on top-k optimization rather than exhaustive match enumeration. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 8 of 58 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,897 | Top-k Relevant Semantic Place Retrieval on Spatial RDF Data | 2016 | SIGMOD | 4.2559233e-05 |
| 10,774 | SiriusBI: A Comprehensive LLM-Powered Solution for Data Analytics in Business Intelligence | 2025 | VLDB | 4.1905499e-05 |
| 11,482 | Proportionality in Spatial Keyword Search | 2021 | SIGMOD | 4.1905499e-05 |
| 11,581 | Analysis of Database Search Systems with THOR | 2020 | SIGMOD | 4.1905499e-05 |
| 12,098 | Probabilistic Query Rewriting for Efficient and Effective Keyword Search on Graph Data | 2013 | VLDB | 4.1905499e-05 |
| 12,124 | ColumbuScout: Towards Building Local Search Engines over Large Databases | 2012 | SIGMOD | 4.1905499e-05 |
| 12,274 | Ten Thousand SQLs: Parallel Keyword Queries Computing | 2010 | VLDB | 4.1905499e-05 |
| 12,395 | Relaxation in Text Search using Taxonomies | 2008 | VLDB | 4.1905499e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8 | Optimal Aggregation Algorithms for Middleware [Extended Abstract] | 2001 | PODS | 0.0015436578 |
| 53 | DISCOVER: Keyword Search in Relational Databases | 2002 | VLDB | 0.00065993143 |
| 73 | XRANK: Ranked Keyword Search over XML Documents | 2003 | SIGMOD | 0.0005840064 |
| 186 | Proximity Search in Databases | 1998 | VLDB | 0.0003618341 |
| 464 | PREFER: A System for the Efficient Execution of Multiparametric Ranked Queries | 2001 | SIGMOD | 0.00022476798 |
| 551 | Supporting Incremental Join Queries on Ranked Inputs | 2001 | VLDB | 0.00020310856 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,327 | Indexing for Keyword Search with Structured Constraints | 2023 | PODS | 4.351469e-05 |
| 5,427 | Combining Keyword Search and Forms for Ad Hoc Querying of Databases | 2009 | SIGMOD | 5.5126383e-05 |
| 4,593 | Keyword Search on Relational Data Streams | 2007 | SIGMOD | 6.0559961e-05 |
| 3,766 | Keyword Search over Relational Databases: A Metadata Approach | 2011 | SIGMOD | 6.7753484e-05 |
| 9,065 | Keyword Querying and Ranking in Databases | 2009 | VLDB | 4.3992275e-05 |
| 8,763 | Toward Scalable Keyword Search over Relational Data | 2010 | VLDB | 4.4520434e-05 |
| 1,202 | SPARK: Top-k Keyword Query in Relational Databases | 2007 | SIGMOD | 0.0001333126 |
| 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 |
| 873 | Effective Keyword Search in Relational Databases | 2006 | SIGMOD | 0.0001570125 |