Systems that aim at supporting users on behavior change are expected to implement strategies that can both motivate and gain the users’ trust, like the use of human understandable justifications for system’s decisions. While the literature has dedicated great effort on providing accurate system’s decisions, less focus has been given on addressing the problem of explaining to the user the reasons for a decision. This work presents a SPARQL-based reasoner enabling explainability on systems thought for supporting users in following healthy lifestyles. Our results demonstrate that users that received such information were able to reduce unhealthy behaviors over time.

Explanations in Digital Health: The Case of Supporting People Lifestyles / Santos Teixeira, M.; Donadello, I.; Dragoni, M.. - 12721:(2021), pp. 287-292. ((Intervento presentato al convegno 19th International Conference on Artificial Intelligence in Medicine, AIME 2021 tenutosi a Virtual Event nel 2021 [10.1007/978-3-030-77211-6_32].

Explanations in Digital Health: The Case of Supporting People Lifestyles

Santos Teixeira M.;Donadello I.;Dragoni M.
2021

Abstract

Systems that aim at supporting users on behavior change are expected to implement strategies that can both motivate and gain the users’ trust, like the use of human understandable justifications for system’s decisions. While the literature has dedicated great effort on providing accurate system’s decisions, less focus has been given on addressing the problem of explaining to the user the reasons for a decision. This work presents a SPARQL-based reasoner enabling explainability on systems thought for supporting users in following healthy lifestyles. Our results demonstrate that users that received such information were able to reduce unhealthy behaviors over time.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Virtual Event
Springer Science and Business Media Deutschland GmbH
978-3-030-77210-9
978-3-030-77211-6
Santos Teixeira, M.; Donadello, I.; Dragoni, M.
Explanations in Digital Health: The Case of Supporting People Lifestyles / Santos Teixeira, M.; Donadello, I.; Dragoni, M.. - 12721:(2021), pp. 287-292. ((Intervento presentato al convegno 19th International Conference on Artificial Intelligence in Medicine, AIME 2021 tenutosi a Virtual Event nel 2021 [10.1007/978-3-030-77211-6_32].
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/11572/330519
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