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This paper presents ALI, an assistive system combining a formal possibilistic argumentation system and an informal model of human activity: the Cultural-Historic Activity Theory, facilitating the delivery of tailored advices to a human actor. We follow an activity-centric approach, taking into consideration the human\u2019s motives, goals and prioritized actions. ALI tracks a person in order to I) determine what activities were performed over a period of time (activity recognition tracking), and II) send personalized notifications suggesting the most suitable activities to perform (decision-making monitoring). The ALI system was evaluated in a formative pilot study related to promote social activities and physical exercise. <\/jats:p>","DOI":"10.3233\/aac-160004","type":"journal-article","created":{"date-parts":[[2019,11,9]],"date-time":"2019-11-09T22:19:51Z","timestamp":1573337991000},"page":"5-33","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":20,"title":["An activity-centric argumentation framework for assistive technology aimed\u00a0at improving health"],"prefix":"10.1177","volume":"7","author":[{"given":"Esteban","family":"Guerrero","sequence":"first","affiliation":[{"name":"User, Interaction and Knowledge Modelling Group, Department of Computing Sciences, Ume\u00e5 University, SE-901 87, Ume\u00e5, Sweden. E-mails:\u00a0,\u00a0,\u00a0"}]},{"given":"Juan Carlos","family":"Nieves","sequence":"additional","affiliation":[{"name":"User, Interaction and Knowledge Modelling Group, Department of Computing Sciences, Ume\u00e5 University, SE-901 87, Ume\u00e5, Sweden. E-mails:\u00a0,\u00a0,\u00a0"}]},{"given":"Helena","family":"Lindgren","sequence":"additional","affiliation":[{"name":"User, Interaction and Knowledge Modelling Group, Department of Computing Sciences, Ume\u00e5 University, SE-901 87, Ume\u00e5, Sweden. 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