Measure-driven Keyword-Query Expansion
Summary: Measure-driven keyword-query expansion: progressive refinement via surprising co-occurrences and optional ratings to propose top-k expansions. Convex-optimization enables efficient pruning and compact storage, validated on synthetic data and blog corpora. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Nikos Sarkas
- 2. Nilesh Bansal
- 3. Gautam Das
- 4. Nick Koudas
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,210 | Summarizing Answer Graphs Induced by Keyword Queries | 2013 | VLDB | 5.1560547e-05 |
| 8,206 | Query Expansion Based on Clustered Results | 2011 | VLDB | 4.5586037e-05 |
| 10,046 | Aegis: A Correlation-Based Data Masking Advisor for Data-Sharing Ecosystems | 2026 | SIGMOD | 4.1945683e-05 |
| 10,615 | OpenMEL: Unsupervised Multimodal Entity Linking Using Noise-Free Expanded Queries and Global Coherence | 2025 | VLDB | 4.1945683e-05 |
| 11,713 | GExp: Cost-aware Graph Exploration with Keywords | 2018 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7 | Optimal Aggregation Algorithms for Middleware [Extended Abstract] | 2001 | PODS | 0.0015496097 |
| 523 | Recovering Information from Summary Data | 1997 | VLDB | 0.00021089782 |
| 744 | Beyond Market Baskets: Generalizing Association Rules to Correlations | 1997 | SIGMOD | 0.00017333019 |
| 2,356 | Consistently Estimating the Selectivity of Conjuncts of Predicates | 2005 | VLDB | 8.9620762e-05 |
| 2,374 | Seeking Stable Clusters in the Blogosphere | 2007 | VLDB | 8.9452874e-05 |
| 2,813 | Mining Search Engine Query Logs via Suggestion Sampling | 2008 | VLDB | 8.0773142e-05 |
| 3,256 | Multidimensional Content eXploration | 2008 | VLDB | 7.3158557e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,090 | Probabilistic Query Rewriting for Efficient and Effective Keyword Search on Graph Data | 2013 | VLDB | 4.1945683e-05 |
| 1,208 | Efficient Diversity-Aware Search | 2011 | SIGMOD | 0.00013275712 |
| 12,300 | Skip-and-Prune: Cosine-based Top-K Query Processing for Efficient Context-Sensitive Document Retrieval | 2009 | SIGMOD | 4.1945683e-05 |
| 336 | Bidirectional Expansion For Keyword Search on Graph Databases | 2005 | VLDB | 0.00027020919 |
| 4,838 | Finding Patterns in a Knowledge Base using Keywords to Compose Table Answers | 2014 | VLDB | 5.8887949e-05 |
| 276 | Efficient IR-Style Keyword Search over Relational Databases | 2003 | VLDB | 0.00029336949 |
| 8,766 | Toward Scalable Keyword Search over Relational Data | 2010 | VLDB | 4.456315e-05 |
| 9,322 | Indexing for Keyword Search with Structured Constraints | 2023 | PODS | 4.3556432e-05 |
| 6,845 | Facet Discovery for Structured Web Search: A Query-log Mining Approach | 2011 | SIGMOD | 4.9092609e-05 |
| 8,206 | Query Expansion Based on Clustered Results | 2011 | VLDB | 4.5586037e-05 |