An Agent-Based Framework for Persuasive Health Behavior Change Intervention
| Autor: | Taj, Fawad, Klein, Michel, van Halteren, Aart, Huang, Zhisheng, Siuly, Siuly, Wang, Hua, Zhang, Yanchun, Zhou, Rui |
|---|---|
| Přispěvatelé: | Artificial intelligence, Network Institute, Social AI, Huang, Zhisheng, Siuly, Siuly, Wang, Hua, Zhang, Yanchun, Zhou, Rui |
| Jazyk: | angličtina |
| Rok vydání: | 2020 |
| Předmět: |
education.field_of_study
Process management Computer science Mechanism (biology) business.industry Physical activity Behavior change Population Psychological intervention Ontology (information science) Coaching Health behavior coach Variety (cybernetics) Health behavior framework Intervention (counseling) BDI based agent Health behavior change education business |
| Zdroj: | Health Information Science: 9th International Conference, HIS 2020, Amsterdam, The Netherlands, October 20–23, 2020, Proceedings, 157-168 STARTPAGE=157;ENDPAGE=168;TITLE=Health Information Science Health Information Science ISBN: 9783030619503 HIS Taj, F, Klein, M & van Halteren, A 2020, An Agent-Based Framework for Persuasive Health Behavior Change Intervention . in Z Huang, S Siuly, H Wang, Y Zhang & R Zhou (eds), Health Information Science : 9th International Conference, HIS 2020, Amsterdam, The Netherlands, October 20–23, 2020, Proceedings . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12435 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 157-168, 9th International Conference on Health Information Science, HIS 2020, Amsterdam, Netherlands, 20/10/20 . https://doi.org/10.1007/978-3-030-61951-0_15 |
| DOI: | 10.1007/978-3-030-61951-0_15 |
| Popis: | With the increased understanding of human behavior and the systematic reporting of a different mechanism through which the behaviors can be influenced, autonomous coaching systems are emerging. In this paper, a generic framework, based on the behavior change ontology, for health behavior change support systems is presented. In the framework, all the intervention components are singly defined and linked. The BDI-based behavior change coaching agent is designed through a framework which delivers behavior change intervention for a variety of coachees (human). Physical activity coaching scenario is created and simulated to show the definition and implementation of different classes in the framework. The simulation results show how through this framework we can define a coaching agent that can apply different types of health behavior interventions across a population of coaches and their preference settings. |
| Databáze: | OpenAIRE |
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