TY - GEN
T1 - Modelling patient-centric healthcare using socially intelligent systems
T2 - 12th International Workshops on Coordination, Organizations, Institutions and Norms in Agent Systems, COIN 2016, Co-located with AAMAS 2016 and ECAI 2016
AU - Gómez-Sebastià, Ignasi
AU - Dignum, Frank
AU - Vázquez-Salceda, Javier
AU - Cortés, Ulises
PY - 2017
Y1 - 2017
N2 - One of the effects of population ageing is the increase in the proportion of long-term chronic diseases, which require new therapeutical models that mostly take place at the patients’ home rather than inside a health care institution. This requires that patients autonomously follow their prescribed treatment, which can be especially difficult for patients suffering some kind of cognitive impairment. Information technologies show potential for supporting medication adherence but the main challenge is the distributed and highly regulated nature of this scenario, where there are several tasks involving the coordinated action of a range of actors. In this paper we propose to use socially intelligent systems to tackle this challenge. These systems exhibit, understand, and reason about social behaviour, in order to support people in their daily lives. Such systems present an opportunity when applied to information technologies for supporting treatment adherence. We explore how concepts of socially intelligent systems, including social practices and social identities, can be applied to AVICENA, an ongoing project to create a platform for assisting patients in several daily tasks related to their healthcare. We first introduce AVICENA, briefly describe our previous attempts to model the system from an organizational perspective and an institutional one and discuss some of the limitations found in those models. Then the core concepts of socially intelligent systems are introduced and we show how they can be applied to create a socially aware framework for supporting medication adherence.
AB - One of the effects of population ageing is the increase in the proportion of long-term chronic diseases, which require new therapeutical models that mostly take place at the patients’ home rather than inside a health care institution. This requires that patients autonomously follow their prescribed treatment, which can be especially difficult for patients suffering some kind of cognitive impairment. Information technologies show potential for supporting medication adherence but the main challenge is the distributed and highly regulated nature of this scenario, where there are several tasks involving the coordinated action of a range of actors. In this paper we propose to use socially intelligent systems to tackle this challenge. These systems exhibit, understand, and reason about social behaviour, in order to support people in their daily lives. Such systems present an opportunity when applied to information technologies for supporting treatment adherence. We explore how concepts of socially intelligent systems, including social practices and social identities, can be applied to AVICENA, an ongoing project to create a platform for assisting patients in several daily tasks related to their healthcare. We first introduce AVICENA, briefly describe our previous attempts to model the system from an organizational perspective and an institutional one and discuss some of the limitations found in those models. Then the core concepts of socially intelligent systems are introduced and we show how they can be applied to create a socially aware framework for supporting medication adherence.
UR - http://www.scopus.com/inward/record.url?scp=85029395095&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-66595-5_2
DO - 10.1007/978-3-319-66595-5_2
M3 - Conference contribution
SN - 9783319665948
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 22
EP - 41
BT - Coordination, Organizations, Institutions, and Norms in Agent Systems XII - COIN 2016 International Workshops, COIN@AAMAS and COIN@ECAI, Revised Selected Papers
A2 - Mahmoud, S.
A2 - Padget, J.
A2 - Rocha, A.P.
A2 - Cranefield, S.
PB - Springer Verlag
Y2 - 30 August 2016 through 30 August 2016
ER -