Integrating the ACT-R Framework with Collaborative Filtering for Explainable Sequential Music Recommendation

Author:

Moscati Marta1ORCID,Wallmann Christian2ORCID,Reiter-Haas Markus3ORCID,Kowald Dominik4ORCID,Lex Elisabeth3ORCID,Schedl Markus5ORCID

Affiliation:

1. Institute of Computational Perception, Johannes Kepler University Linz, Austria

2. Welser Profile GmbH, Austria

3. Institute of Interactive Systems and Data Science, Graz University of Technology, Austria

4. FAIR-AI, Know-Center GmbH, Austria and Institute of Interactive Systems and Data Science, Graz University of Technology, Austria

5. Institute of Computational Perception, Johannes Kepler University Linz, Austria and Human-centered AI Group, AI Lab, Linz Institute of Technology, Austria

Funder

Austrian Science Fund

State of Upper Austria and Austrian Federal Ministry of Education, Science, and Research

Publisher

ACM

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Surveying More Than Two Decades of Music Information Retrieval Research on Playlists;ACM Transactions on Intelligent Systems and Technology;2024-08-12

2. Emotion-Based Music Recommendation from Quality Annotations and Large-Scale User-Generated Tags;Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization;2024-06-22

3. Teaching content recommendations in music appreciation courses via graph embedding learning;International Journal of Machine Learning and Cybernetics;2024-05-16

4. Psychology-informed Information Access Systems Workshop;Proceedings of the 17th ACM International Conference on Web Search and Data Mining;2024-03-04

5. Transparent Music Preference Modeling and Recommendation with a Model of Human Memory Theory;Human–Computer Interaction Series;2024

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