HealthRecSys 2024

Table of Contents

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• Keynote: Healthy and Sustainable Food Recommendations Exploiting Natural Language Processing and Large Language Models 1-1 PDF
  Cataldo Musto
• Tailoring Health: Contextual Variables In Health Recommender Systems 2-15 PDF
  Thure Weimann, Felix Reinsch, Jeannette Stark
• Explaining Decision-Making between Exploration and Repetition: Key Factors for Physical Activity Recommendations 16-25 PDF
  Luc Martens, Toon De Pessemier, Ine Coppens
• Personalized Music Recommendation for People with Autism Spectrum Disorder 26-29 PDF
  Noemi Mauro, Federica Cena, Liliana Ardissono
• Recommending News Articles for Public Health Intelligence 30-40 PDF
  Luigi Spagnolo, Nicolas Stefanovitch, Diana F. Sousa
• Improving the prediction of individual engagement in recommendations using cognitive models 41-54 PDF
  Milind Tambe, Cleotilde Gonzalez, Roderick Seow, Duncan Wood, Yunfan Zhao
• Advancing Visual Food Attractiveness Predictions for Healthy Food Recommender Systems 55-62 PDF
  Alain Starke, Ayoub El Majjodi, Sohail Ahmed Khan, Mehdi Elahi, Christoph Trattner
• Towards Recommender System Supported Contact Tracing for Cost-Efficient and Risk Aware Infection Suppression 63-66 PDF
  Vladimir Marbukh
• Enriching Clinical Sample Analysis with Biological Knowledge Graphs: A Preliminary Study 67-76 PDF
  Juan Manuel Rodriguez, Kenneth Kastaniegaard, Fatemeh Shad Bakhsh, Alessandro Ranieri, Daniele Dell'Aglio
• Prompting Large Language Models for Tailored Exercise Recommendations in Office Spaces 77-88 PDF
  Marco Polignano, Gaetano Dibenedetto, Giovanni Semeraro, Pasquale Lops
• Enhancing Health Recommendations through Patient Metadata Integration: A Persona-Based Evaluation Approach 89-101 PDF
  Young Ji Lee, Heidi Donovan, Behnam Rahdari, Khushboo Thaker, Youjia Wang, Mohammad Hassany, Daqing He, Peter Brusilovsky
• Personalizing Exercise Recommendations with Explanations using Multi-Armed Contextual Bandit and Reinforcement Learning 102-112 PDF
  Donya Nemati, Deepishka Pemmasani, Navin Kaushal, Parvati Naliyatthaliyazchayil, Saptarshi Purkayastha
• Health Document Presentation in Patient-Centered Recommender Systems with Carousel Interfaces 113-121 PDF
  Behnam Rahdari, Peter Brusilovsky, Daqing He, Mohammad Hassany, Youjia Wang, Khushboo Thaker, Heidi Donovan, Young Ji Lee
• Design and Assessment of Representative Hybrid Clinical Trials using Health Recommender System 122-131 PDF
  Nafis Neehal, Kristin P. Bennett, Vibha Anand