Dynamic Ridge Plot Sliders: Supporting Users' Understanding of the Item Space Structure and Feature Dependencies in Interactive Recommender Systems

Author:

Suchmann Lovis Bero1ORCID,Krämer Nicole1ORCID,Ziegler Jürgen2ORCID

Affiliation:

1. Human-Centered Computing and Cognitive Science, Faculty of Computer Science, University of Duisburg-Essen, Germany and Research Center Trustworthy Data and Security, Germany

2. Human-Centered Computing and Cognitive Science, Faculty of Computer Science, University of Duisburg-Essen, Germany

Publisher

ACM

Reference29 articles.

1. Navigation by Revealing Trade-offs for Content-Based Recommendations

2. Maut — Multiattribute Utility Theory

3. Thomas Franke Christiane Attig and Daniel Wessel. 2017. Assessing Affinity for Technology Interaction – The Affinity for Technology Interaction (ATI) Scale. Scale Description – English and German Scale Version. (2017). https://doi.org/10.13140/RG.2.2.28679.50081

4. Mouadh Guesmi, Mohamed Amine Chatti, Yiqi Sun, Shadi Zumor, Fangzheng Ji, Arham Muslim, Laura Vorgerd, and Shoeb Ahmed Joarder. 2021. Open, Scrutable and Explainable Interest Models for Transparent Recommendation.. In IUI Workshops.

5. Mouadh Guesmi Mohamed Amine Chatti Laura Vorgerd Shoeb Joarder Qurat Ul Ain Thao Ngo Shadi Zumor Yiqi Sun Fangzheng Ji and Arham Muslim. 2021. Input or Output: Effects of Explanation Focus on the Perception of Explainable Recommendation with Varying Level of Details. (2021).

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