SURE 2024

Abdollahpouri, Himan; Danylenko, Tonia; Mansoury, M.; Loni, Babak; Russso, Daniel; Grbovic, Mihajlo

SURE 2024

Workshop on Strategic and Utility-aware REcommendations

Conference paper (2024)

Authors

Himan Abdollahpouri Spotify USA Inc

Tonia Danylenko Spotify

M. Mansoury

Babak Loni Meta

Daniel Russso Columbia University

Mihajlo Grbovic Airbnb

Long-term optimization Multi-objective recommendation Multi-stakeholder recommendation Value-aware recommendation

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Published Date

2024

Language

English

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Abstract

Nowadays, recommender systems are employed across a diverse set of application domains, not only supporting us in our decision making and choices but also helping us to discover and find new items, products, and services much more efficiently. The commonly used approach in recommender systems is receiver-centric (or user-centric) where the focus is on satisfying the receiver of the recommendations without any considerations for business & strategic objectives or the objectives of the item providers. [...]

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