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Willingness Optimization for Social Group Activity

Summary: Introduces Willingness Maximization for Social Group Activity (WASO) for automatic attendee selection from interests and social ties. A budget-aware randomized algorithm with an approximation guarantee escapes greedy local optima; implemented in Facebook with user studies showing gains over manual configuration. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10904
Venue
VLDB
Year
2014
Pagerank
4.1945683e-05
Overall Rank
12,011 | 16.45%
DOI
-

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Rank Citing Paper Year Venue Pagerank
11,597 Optimizing Item and Subgroup Configurations for Social-Aware VR Shopping 2020 VLDB 4.1945683e-05
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
3,530 Entangled Queries: Enabling Declarative Data-Driven Coordination 2011 SIGMOD 7.0046072e-05
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