Show Me the Money: Dynamic Recommendations for Revenue Maximization
Summary: Dynamic revenue-maximizing recommendations over a finite horizon; integrates prices, valuations, saturation effects, and product competition into the RS framework. NP-hard; offers a matroid-theory–based approximation for a relaxed version and practical heuristics, with experiments showing scalability and outperforming baselines. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Wei Lu
- 2. Shanshan Chen
- 3. Keqian Li
- 4. Laks V.S. Lakshmanan
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| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,886 | Social Content Matching in MapReduce | 2011 | VLDB | 0.00010208945 |
| 6,017 | A Distributed Algorithm for Large-Scale Generalized Matching | 2013 | VLDB | 5.2415551e-05 |
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