Vol-3873
urn:nbn:de:0074-3873-7

Copyright © 2024 for the individual papers by the papers' authors. Copyright © 2024 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

SURE 2024
Strategic and Utility-aware REcommendations 2024

Proceedings of the Workshop on Strategic and Utility-aware REcommendations (SURE 2024)
co-located with 18th ACM Conference on Recommender Systems (RecSys 2024)

Bari, Italy, 14th-18th October 2024.

Edited by

Himan Abdollahpouri *
Tonia Danylenko
Masoud Mansoury *
Babak Loni **
Daniel Russo *
Mihajlo Grbovic ****

* Spotify, USA
** Spotify, Sweden
*** TU Delft, Netherlands
**** Meta, Netherlands
***** Columbia Business School, USA
***** Airbnb, USA

Table of Contents

Session 1

SURE 2024: Workshop on Strategic and Utility-aware REcommendations (Workshop Summary)
Himan Abdollahpouri, Tonia Danylenko, Masoud Mansoury, Babak Loni, Daniel Russo, Mihajlo Grbovic
Ranking Policy Learning via Marketplace Expected Value Estimation From Observational Data (long)
Ehsan Ebrahimzadeh, Nikhil Monga, Hang Gao, Alex Cozzi, Abraham Bagherjeiran
Beauty Beyond Words: Explainable Beauty Product Recommendations Using Ingredient-Based Product Attributes (long)
Celine Liu, Rahul Suresh, Amin Banitalebi-Dehkordi
Welfare-Optimized Recommender Systems (short)
Benjamin Heymann, Flavian Vasile, David Rohde

Session 2

Combining Bundle Economy and Relevancy through Content Recommendations in Candy Crush Saga (long)
Styliani Katsarou, Francesca Carminati, Martin Dlask, Marta Braojos, Lavena Patra, Richard Perkins, Carlos Garcia Ling, Maria Paskevich
Learning Set Embeddings for Fashion Compatibility Recommendation (long)
Indra Firmansyah, Randolf Scholz, Adrian Nahmendorff, Ngoc Son Le, Shereen Elsayed, Lars Schmidt-Thieme
A Hybrid Meta-Learning and MAB Approach for Context-Specific Multi-Objective Recommendation Optimization (short)
Tiago Cunha, Andrea Marchini
Optimising Contextual Advertising through Real-Time Bidding with Budget Constraints (short)
Jingwen Cai, Johanna Björklund

2024-12-12: submitted by Babak Loni, metadata incl. bibliographic data published under Creative Commons CC0
2024-12-18: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|