FlexRecs: Expressing and Combining Flexible Recommendations
Summary: Declarative, parameterized workflows over relational operators to express recommendations; separates definition from execution. FlexRecs adds new operators to generate and merge recommendations on structured data, with a prototype demonstrating cross-paradigm composability and practical performance. (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 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,056 | On the Complexity of Query Result Diversification | 2013 | VLDB | 6.4883623e-05 |
| 4,996 | RecDB in Action: Recommendation Made Easy in Relational Databases | 2013 | VLDB | 5.7786825e-05 |
| 7,770 | On the Complexity of Package Recommendation Problems | 2012 | PODS | 4.6562597e-05 |
| 12,008 | Generating Top-k Packages via Preference Elicitation | 2014 | VLDB | 4.1945683e-05 |
| 12,211 | RecBench: Benchmarks for Evaluating Performance of Recommender System Architectures | 2011 | VLDB | 4.1945683e-05 |
| 12,224 | Multiple Feature Fusion for Social Media Applications | 2010 | SIGMOD | 4.1945683e-05 |
| 12,348 | Goal-Oriented Web-site Navigation for On-line Shoppers | 2009 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,802 | Group Recommendation: Semantics and Efficiency | 2009 | VLDB | 6.7552492e-05 |
| 12,248 | A Demonstration of FlexPref: Extensible Preference Evaluation Inside the DBMS Engine | 2010 | SIGMOD | 4.1945683e-05 |
| 1,080 | A Framework for Expressing and Combining Preferences | 2000 | SIGMOD | 0.00014217619 |
| 7,770 | On the Complexity of Package Recommendation Problems | 2012 | PODS | 4.6562597e-05 |
| 8,296 | Modern Recommender Systems: from Computing Matrices to Thinking with Neurons | 2018 | SIGMOD | 4.5435639e-05 |
| 6,713 | Query Relaxation Using Malleable Schemas | 2007 | SIGMOD | 4.951387e-05 |
| 11,209 | Enriching Recommendation Models with Logic Conditions | 2023 | SIGMOD | 4.1945683e-05 |
| 4,996 | RecDB in Action: Recommendation Made Easy in Relational Databases | 2013 | VLDB | 5.7786825e-05 |
| 12,211 | RecBench: Benchmarks for Evaluating Performance of Recommender System Architectures | 2011 | VLDB | 4.1945683e-05 |
| 1,790 | StreamRec: A Real-Time Recommender System | 2011 | SIGMOD | 0.00010551363 |