This paper is in the following e-collection/theme issue:

Exergames, Active Games and Gamification of Physical Activity (242) Games and Gamification for Health (779) Innovations and Technology for Physical Activity Education (928) Game Design and Efficacy of Game Elements (95)

Published on in Vol 8, No 4 (2020): Oct-Dec

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/19968, first published .
Effects of a Personalized Fitness Recommender System Using Gamification and Continuous Player Modeling: System Design and Long-Term Validation Study

Effects of a Personalized Fitness Recommender System Using Gamification and Continuous Player Modeling: System Design and Long-Term Validation Study

Effects of a Personalized Fitness Recommender System Using Gamification and Continuous Player Modeling: System Design and Long-Term Validation Study

Authors of this article:

Zhao Zhao1 Author Orcid Image ;   Ali Arya2 Author Orcid Image ;   Rita Orji3 Author Orcid Image ;   Gerry Chan2 Author Orcid Image
Article Authors Cited by (41) Tweetations (10) Metrics

Journals

  1. Carlier S, Naessens V, De Backere F, De Turck F. A Software Engineering Framework for Reusable Design of Personalized Serious Games for Health: Development Study. JMIR Serious Games 2023;11:e40054 View
  2. Islam M, Lee S, Harden S, Lim S. Effects of vibrotactile feedback on yoga practice. Frontiers in Sports and Active Living 2022;4 View
  3. Zappatore M, Longo A, Martella A, Di Martino B, Esposito A, Gracco S. Semantic models for IoT sensing to infer environment–wellness relationships. Future Generation Computer Systems 2023;140:1 View
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  7. Liu X, Gao B, Suleiman B, You H, Ma Z, Liu Y, Anaissi A. Privacy-Preserving Personalized Fitness Recommender System P 3 FitRec : A Multi-level Deep Learning Approach. ACM Transactions on Knowledge Discovery from Data 2023;17(6):1 View
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  10. Chaudhari S, Ghanvatkar S, Kankanhalli A. Personalization of Intervention Timing for Physical Activity: Scoping Review. JMIR mHealth and uHealth 2022;10(2):e31327 View
  11. Cavallo F, Toumazou C, Li-Jessen N. Personalised lifestyle recommendations for type 2 diabetes: Design and simulation of a recommender system on UK Biobank Data. PLOS Digital Health 2023;2(8):e0000333 View
  12. Chan G, Arya A, Orji R, Zhao Z, Whitehead A. Increasing motivation in social exercise games: personalising gamification elements to player type. Behaviour & Information Technology 2024;43(11):2608 View
  13. Rehman U, Abbasi A, Ting D, Hassan M, Khair N. Exploring the Impact of Gamified Experiences on User Engagement in Fitness Apps: A GAMEFULQUEST Perspective. IEEE Transactions on Engineering Management 2024;71:3613 View
  14. Chan G, Nwagu C, Odenigbo I, Alslaity A, Orji R. The Shape of Mobile Health: A Systematic Review of Health Visualization on Mobile Devices. International Journal of Human–Computer Interaction 2025;41(2):1154 View
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  16. Kirchner-Krath J, Altmeyer M, Schürmann L, Kordyaka B, Morschheuser B, Klock A, Nacke L, Hamari J, von Korflesch H. Uncovering the theoretical basis of user types: An empirical analysis and critical discussion of user typologies in research on tailored gameful design. International Journal of Human-Computer Studies 2024;190:103314 View
  17. Coppens I, De Pessemier T, Martens L. Exploring the added effect of three recommender system techniques in mobile health interventions for physical activity: a longitudinal randomized controlled trial. User Modeling and User-Adapted Interaction 2024;34(5):1835 View
  18. Ariño-Mateo E, García-Carretero J, Alonso-Rodríguez I, Olmos-Raya E. Gamified Physical Exercise and Mental Health. Salud, Ciencia y Tecnología 2024;4:1063 View
  19. Lurz M, Prommegger B, Krcmar H. Oh, Won’t You Stay with Me? A Literature Review on Motivational Features in MHealth Apps. Procedia Computer Science 2024;239:1238 View
  20. Odenigbo I, Alslaity A, Chan G, Orji R. AR Dancee: An Augmented Reality-Based Mobile Persuasive Intervention for Promoting Physical Activity Through Dancing. International Journal of Human–Computer Interaction 2025;41(11):6765 View
  21. Liu M, Kong A, Lau N, Feng Z, Liu X. Basketball self-evaluation matrix: discrepancy between self-confidence and decision-making performance on psychological profiling of players. Frontiers in Sports and Active Living 2024;6 View
  22. Lange-Nawka D, Wünsche B, Thompson S. That's the way I (dis-)like it! - Effect of Gamer Types and Competitiveness in VR Exergaming. Proceedings of the ACM on Human-Computer Interaction 2024;8(CHI PLAY):1 View
  23. Yu S, Peng X. Wearable Sensor-Based Exercise Monitoring System for Higher Education Students Using a Multi-Attribute Fuzzy Evaluation Model. IEEE Access 2024;12:177412 View
  24. Yao J, Song D, Xiao T, Zhao J. Smartwatch-Based Tailored Gamification and User Modeling for Motivating Physical Exercise: Experimental Study With the Maximum Difference Scaling Segmentation Method. JMIR Serious Games 2025;13:e66793 View
  25. Xu H, Wu Y. Reversing the dark side of gamification: a study of the influence of interpersonal interaction gamification on ethical behaviour. Behaviour & Information Technology 2025:1 View
  26. Başaran S, Taqi A. A Fuzzy DEMATEL-Based User-Centric Design Evaluation of Gamified Recommender Systems. Applied Sciences 2025;15(21):11456 View
  27. Szymanski M, Keyaerts S, Conati C, De Croon R, Vanden Abeele V, Verbert K. Designing and Personalising Hybrid Health Explanations for Lay Users. ACM Transactions on Interactive Intelligent Systems 2025 View

Books/Policy Documents

  1. Ulmer T, Baldauf M. Human-Computer Interaction. User Experience and Behavior. View
  2. Torres-Toukoumidis A, Vintimilla-León D, De-Santis A, Cárdenas-Tapia J, Mäeots M. Communication and Applied Technologies. View
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  4. Dalponte Ayastuy M, Fernández A, Torres D. HCI in Games. View
  5. Lurz M, Prommegger B, Böhm M, Krcmar H. Human-Computer Interaction. View
  6. Alslaity A, Oyebode O, Vassileva J, Orji R. A Human-Centered Perspective of Intelligent Personalized Environments and Systems. View
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  8. Ara J, Sik-Lanyi C. Technology for Inclusion and Participation for All: Recent Achievements and Future Directions. View

Conference Proceedings

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  2. Krath J, Altmeyer M, Tondello G, Nacke L. Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. Hexad-12: Developing and Validating a Short Version of the Gamification User Types Hexad Scale View
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  5. Alves P, Neto J, Lima J, Silva J, Conceição L, Marreiros G. Proceedings of the Nineteenth ACM Conference on Recommender Systems. Travel Together, Play Together: Gamifying a Group Recommender System for Tourism View
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