135 citations · 187 across the 9 of their papers we have counts for
9 papers
Affect-aware Cross-Domain Recommendation for Art Therapy via Music Preference Elicitation
Bereket A. Yilma, Luis A. Leiva
Art Therapy (AT) is an established practice that facilitates emotional processing and recovery through creative expression. Recently, Visual Art Recommender Systems (VA RecSys) hav…
The AI-Therapist Duo: Exploring the Potential of Human-AI Collaboration in Personalized Art Therapy for PICS Intervention
Bereket A. Yilma, Chan Mi Kim, Geke Ludden +2
Post-intensive care syndrome (PICS) is a multifaceted condition that arises from prolonged stays in an intensive care unit (ICU). While preventing PICS among ICU patients is becomi…
MOSAIC: Multimodal Multistakeholder-aware Visual Art Recommendation
Bereket A. Yilma, Luis A. Leiva
Visual art (VA) recommendation is complex, as it has to consider the interests of users (e.g. museum visitors) and other stakeholders (e.g. museum curators). We study how to effect…
Artful Path to Healing: Using Machine Learning for Visual Art Recommendation to Prevent and Reduce Post-Intensive Care
Bereket A. Yilma, Chan Mi Kim, Gerald C. Cupchik +1
Staying in the intensive care unit (ICU) is often traumatic, leading to post-intensive care syndrome (PICS), which encompasses physical, psychological, and cognitive impairments. C…
The Elements of Visual Art Recommendation: Learning Latent Semantic Representations of Paintings
Bereket A. Yilma, Luis A. Leiva
Artwork recommendation is challenging because it requires understanding how users interact with highly subjective content, the complexity of the concepts embedded within the artwor…
A Contextual Framework for Adaptive User Interfaces: Modelling the Interaction Environment
Mateusz Dubiel, Bereket Abera Yilma, Kayhan Latifzadeh +1
The interaction context (or environment) is key to any HCI task and especially to adaptive user interfaces (AUIs), since it represents the conditions under which users interact wit…
Systemic formalisation of Cyber-Physical-Social System (CPSS): A systematic literature review
Bereket Abera Yilma, Hervé Panetto, Yannick Naudet
The notion of Cyber-Physical-Social System (CPSS) is an emerging concept developed as a result of the need to understand the impact of Cyber-Physical Systems (CPS) on humans and vi…
Towards a Personalisation Framework for Cyber-Physical-Social System (CPSS)
Bereket Abera Yilma, Yannick Naudet, Hervé Panetto
A Cyber-Physical-Social System (CPSS) is an emerging paradigm often understood as a physical and virtual space of interaction which is cohabited by humans and sensor-enabled smart…
Personalised Visual Art Recommendation by Learning Latent Semantic Representations
Bereket Abera Yilma, Najib Aghenda, Marcelo Romero +2
In Recommender systems, data representation techniques play a great role as they have the power to entangle, hide and reveal explanatory factors embedded within datasets. Hence, th…