HealthRecSys 2024
Health Recommender Systems 2024

Table of Contents

• Preface
  
  

Invited Talk

• Keynote: Healthy and Sustainable Food Recommendations Exploiting Natural Language Processing and Large Language Models 1
  Cataldo Musto

Papers

• Tailoring Health: Contextual Variables In Health Recommender Systems 2-15
  Felix Reinsch, Thure Weimann, Jeannette Stark
• Explaining Decision-Making between Exploration and Repetition: Key Factors for Physical Activity Recommendations 16-25
  Ine Coppens, Toon De Pessemier, Luc Martens
• Personalized Music Recommendation for People with Autism Spectrum Disorder 26-29
  Liliana Ardissono, Federica Cena, Noemi Mauro
• Recommending News Articles for Public Health Intelligence 30-40
  Diana F. Sousa, Nicolas Stefanovitch, Luigi Spagnolo
• Improving the prediction of individual engagement in recommendations using cognitive models 41-54
  Roderick Seow, Yunfan Zhao, Duncan Wood, Milind Tambe, Cleotilde Gonzalez
• Advancing Visual Food Attractiveness Predictions for Healthy Food Recommender Systems 55-62
  Ayoub El Majjodi, Sohail Ahmed Khan, Alain D. Starke, Mehdi Elahi, Christoph Trattner
• Towards Recommender System Supported Contact Tracing for Cost-Efficient and Risk Aware Infection Suppression 63-66
  Vladimir Marbukh
• Enriching Clinical Sample Analysis with Biological Knowledge Graphs: A Preliminary Study 67-76
  Fatemeh Shad Bakhsh, Juan Manuel Rodriguez, Alessandro Ranieri, Kenneth Kastaniegaard, Daniele Dell'Aglio
• Prompting Large Language Models for Tailored Exercise Recommendations in Office Spaces 77-88
  Gaetano Dibenedetto, Marco Polignano, Pasquale Lops, Giovanni Semeraro
• Enhancing Health Recommendations through Patient Metadata Integration: A Persona-Based Evaluation Approach 89-101
  Khushboo Thaker, Peter Brusilovsky, Daqing He, Youjia Wang, Mohammad Hassany, Behnam Rahdari, Heidi Donovan, Young Ji Lee
• Personalizing Exercise Recommendations with Explanations using Multi-Armed Contextual Bandit and Reinforcement Learning 102-112
  Parvati Naliyatthaliyazchayil, Deepishka Pemmasani, Navin Kaushal, Donya Nemati, Saptarshi Purkayastha
• Health Document Presentation in Patient-Centered Recommender Systems with Carousel Interfaces 113-121
  Behnam Rahdari, Peter Brusilovsky, Daqing He, Khushboo Thaker, Mohammad Hassany, Youjia Wang, Young Ji Lee, Heidi Donovan
• Design and Assessment of Representative Hybrid Clinical Trials using Health Recommender System 122-131
  Nafis Neehal, Vibha Anand, Kristin P. Bennett