| 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|