Interactive Intelligent Systems
Interactive Intelligent Systems
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Does tone matter? Exploring context-aware explanations in route recommendations
Recommendation algorithms support decision-making, yet their reasoning is often opaque. Explanations can improve user understanding, …
Marloes Vredenborg
,
Marit Bentvelzen
,
Christine Bauer
,
Judith Masthoff
Cite
DOI
ACM Author-izer
ICORE 2026: A
GGS 2021: B
Enhancing diversity in news recommendations increases click-through rates: Insights from an online experiment and user study
Diversity is a widely studied beyond-accuracy aspect of recommender systems, particularly in the news domain. Extensive research has …
Robin Verachtert
,
Kim Falk
,
Christine Bauer
Cite
DOI
ACM Author-izer
ICORE 2026: A
GGS 2021: B
Modelling preference heterogeneity for context-aware decision support during public transport disruptions
Public transport disruptions require travellers to make rapid replanning decisions under uncertainty, increasing cognitive burden and …
Anouk van Kasteren
,
Marloes Vredenborg
,
Christine Bauer
,
Judith Masthoff
Cite
DOI
ACM Author-izer
ICORE 2026: A
GGS 2021: B
Towards a Stakeholder-Centered Auditing Framework for Assessing Fairness in (Music) Recommender Systems
Recommender systems (RS) play a central role in everyday activities by generating personalized recommendations that support users’ …
Valdy Wiratama
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DOI
ICORE 2026: A
GGS 2021: B
'Now what?' Modelling route choices for personalised context-aware decision-support during public transport disruptions
Public transport disruptions force travellers to replan under uncertainty, increasing cognitive load and requiring personalised …
Anouk van Kasteren
,
Marloes Vredenborg
,
Christine Bauer
,
Judith Masthoff
PDF
Cite
DOI
ACM Author-izer
The challenge of understanding explanations for user trust in AI: Insights from an experiment about job matching
Artificial Intelligence (AI) is widely used in recruitment with Job Recommender Systems (JRS) being designed for job matching. However, …
Glenda Hannibal
,
Christine Bauer
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DOI
ICORE 2026: B
GGS 2021: B
Beyond Algorithms: Reclaiming the Interdisciplinary Roots of Recommender Systems (BEYOND 2025)
This workshop challenges the machine learning-centric focus of modern recommender systems research by reconnecting the field with its …
Eva Zangerle
,
Alan Said
,
Christine Bauer
PDF
Cite
DOI
ACM Author-izer
ICORE 2026: A
GGS 2021: A
Why do recommenders recommend? Three waves of research perspectives on recommender systems
Research on Recommender Systems (RSs) has evolved across disciplines, from a focus on technical optimization to a broader interest in …
Annelien Smets
,
Christine Bauer
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MuRS: 3rd Music Recommender Systems Workshop
Music recommendation has been a core area of interest within the recommender systems community since its early days. With the rise of …
Andres Ferraro
,
Lorenzo Porcaro
,
Christine Bauer
PDF
Cite
DOI
ACM Author-izer
ICORE 2026: A
GGS 2021: A
Reflections on Recommender Systems: Past, Present, and Future (INTROSPECTIVES)
With the RecSys conference now turning 18 years old, the recommender systems (RS) discipline ventures into adulthood. This workshop …
Alan Said
,
Christine Bauer
,
Eva Zangerle
PDF
Cite
DOI
ICORE 2026: A
GGS 2021: A
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