| Vol-3898 urn:nbn:de:0074-3898-7 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).

# NORMalize 2024
Normative Design and Evaluation of Recommender Systems 2024

### Proceedings of the Second Workshop on the Normative Design and Evaluation of Recommender Systems (NORMalize 2024)
co-located with the 18th ACM Conference on Recommender Systems (RecSys 2024)

### Bari, Italy, October 18, 2024.

Edited by

### Alain Starke *, **
Sanne Vrijenhoek ***
Lien Michiels +, ++
Johannes Kruse ○, ○○
Nava Tintarev ○○○

* Amsterdam School of Communication Research (ASCoR), University of Amsterdam, Amsterdam, the Netherlands
** SFI MediaFutures, University of Bergen, Bergen, Norway
*** AI, Media & Democracy Lab, University of Amsterdam, Amsterdam, the Netherlands
+ Adrem Data Lab, University of Antwerp, Antwerp, Belgium
++ imec-SMIT, Vrije Universiteit Brussel, Brussel, Belgium
○ Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark
○○ JP/Politikens Media Group, Copenhagen, Denmark
○○○ Department of Advanced Computing Sciences, Maastricht University, Maastricht, the Netherlands

## Table of Contents

- Preface
  Summary: There were 9 papers submitted for peer-review to this workshop. Out of these, 6 papers were accepted for this volume, 4 as regular papers and 2 as short papers.
  Alain Starke, Sanne Vrijenhoek, Lien Michiels, Johannes Kruse, Nava Tintarev

- IDEA - Informfully Dataset with Enhanced Attributes
  Lucien Heitz, Nicolas Mattis, Oana Inel, Wouter van Atteveldt
- From Walls to Windows: Creating Transparency to Understand Filter Bubbles in Social Media
  Luka Bekavac, Kimberly Garcia, Jannis Strecker, Simon Mayer, Aurelia Tamò-Larrieux
- Generating Diverse Synthetic Datasets for Evaluation of Real-life Recommender Systems
  Miha Malenšek, Blaž Škrlj, Blaž Mramor, Jure Demšar
- Diversifying for Democracy: On the Framing of Diversity in the NRS Design and the Normative Consequences for Journalism
  Jannie Møller Hartley, Elisabetta Petrucci
- Navigating the Digital Services Act: Scenarios of transparency and user control in VLOPs' recommender systems
  Urbano Reviglio, Matteo Fabbri
- Value Identification in Multistakeholder Recommender Systems for Humanities and Historical Research: The Case of the Digital Archive Monasterium.net
  Florian Atzenhofer-Baumgartner, Bernhard C. Geiger, Georg Vogeler, Dominik Kowald

2024-12-17: submitted by Lien Michiels, metadata incl. bibliographic data published under Creative Commons CC0
2025-01-14: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|