SELECTED PUBLICATIONS

• Bereket A. Yilma and Luis A. Leiva: MOSAIC: multimodal multistakeholder-aware visual art recommendation

  Journal of User Modeling and User-Adapted Interaction (UMUAI),Volume 35, article number 14, (2025)

• Bereket A. Yilma and Luis A. Leiva: Affect-aware Cross-Domain Recommendation for Art Therapy via Music Preference Elicitation

  Proceedings of the Nineteenth ACM Conference on Recommender Systems (RecSys 2025)

• Bereket A. Yilma, Saravanakumar Duraisamy, Stefan Penchev, Tudor Pristav and Luis A. Leiva: ArtAICare: An End-to-End Platform for Personalized Art Therapy

  Proceedings of the Nineteenth ACM Conference on Recommender Systems (RecSys 2025)

• Rully Agus Hendrawan, Peter Brusilovsky, Luis A. Leiva and Bereket A. Yilma: ArtEx: A User-Controllable Web Interface for Visual Art Recommendations

  Proceedings of the Nineteenth ACM Conference on Recommender Systems (RecSys 2025)

• Rully Agus Hendrawan, Peter Brusilovsky, Luis A. Leiva and Bereket A. Yilma: ArtEx: Recommending Paintings in Web Art Gallery with Adjustable Popularity and Diversity

  Adjunct Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization (UMAP 2025)

• Bereket A. Yilma, Chan Mi Kim, Gerald C. Cupchik, Luis A. Leiva:

  The AI-Therapist Duo: Exploring the Potential of Human-AI Collaboration in Personalized Art Therapy for PICS Intervention

  International Journal of Human–Computer Interaction (IJHCI) Volume 41, 2025 - Issue 23

• Bereket A. Yilma, Chan Mi Kim, Gerald C. Cupchik, Luis A. Leiva:

  Artful Path to Healing: Using Machine Learning for Visual Art Recommendation to Prevent and Reduce Post-Intensive Care Syndrome (PICS),

  Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI 2024)

• Bereket A. Yilma: Computational Methods for Designing Human-Centered Recommender Systems: A Case Study Approach Intersecting Visual Arts and Healthcare

  Proceedings of the Nineteenth ACM Conference on Recommender Systems (RecSys 2024)

• Désirée CA Lemarquis, Bereket A. Yilma and Luis A. Leiva: What can a swiped word tell us more? Demographic and behavioral correlates from shape-writing text entry

  Journal of Neural Computing and Applications, Volume 35, pages 15531–15548, (2023)

• Bereket A. Yilma, and Luis A. Leiva: Together Yet Apart: Multimodal Representation Learning for Personalised Visual Art Recommendation

  Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization (UMAP 2023)

• Bereket A. Yilma, and Luis A. Leiva: The Elements of Visual Art Recommendation: Learning Latent Semantic Representations of Paintings

  Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI 2023)

• Yannick Naudet, Hervé Panetto and Bereket A. Yilma: Towards cognitive interoperability in cyber-physical enterprises

  Proceedings of the 22nd International Federation of Automatic Control World Congress, IFAC2023.

• Mateusz Dubiel, Bereket A. Yilma, and Luis A. Leiva: A Contextual Framework for Adaptive User Interfaces: Modelling the Interaction Environment

  Proceedings of the ACM Conference on Human Factors in Computing Systems, Adaptive UIs Workshop (CHI 2022)

• Bereket A. Yilma, Yannick Naudet and Hervé Panetto: Systemic formalisation of Cyber-Physical-Social System (CPSS): A systematic literature review

  Journal of Computers in Industry, Volume 129, August 2021, 103458

• Bereket A. Yilma, and Luis A. Leiva: Personalisation in cyber-physical-social systems: A multi-stakeholder aware recommendation and guidance

  Proceedings of the 29th ACM Conference on User Modeling, Adaptation and Personalization (UMAP 2021)

• Bereket A. Yilma, Yannick Naudet and Hervé Panetto: Towards a Personalisation Framework for Cyber-Physical-Social System (CPSS)

  17th IFAC Symposium on Information Control Problems in Manufacturing INCOM 2021

• Fadhil Ahmed, Schiavo Gianluca, Wang Yunlong and Bereket A. Yilma: The effect of emojis when interacting with conversational interface assisted health coaching system

  Proceedings of the 12th EAI international conference on pervasive computing technologies for healthcare

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For a Full list of publications, please refer to my Google Scholar page