User Modeling for Activity Recognition and Support in Ambient Assisted Living

Shabbir Hossain; Pedro Ricardo da Nova Valente; Kasper Hallenborg; Yves Demazeau

User Modeling for Activity Recognition and Support in Ambient Assisted Living

Shabbir Hossain, Pedro Ricardo da Nova Valente, Kasper Hallenborg, Yves Demazeau

Mærsk Mc-Kinney Møller Instituttet

Publikation: Konferencebidrag uden forlag/tidsskrift › Paper › Forskning › peer review

Abstract

Current research work shows that progress on AI
and wireless sensor networks, made it possible to improve the
quality of life of the people with disabilities using recent
technologies [1]. Ambient Assisted Living (AAL) is one of the
well-known research areas that has a goal to use ambient
intelligent technologies to support people with special demands to
live longer periods in their proffered environment [2]. The prime
challenges of the AAL are recognition of the assisted person’s
current activity and providing appropriate support to the person
[3]. But these systems need extensive studies on user modeling to
be more efficient to adapt the changes of user capabilities and
preferences which is strongly correlated with the prime
challenges of AAL. In this paper, a user model has been proposed
that tends to be used in the autonomous and reliable recognition.

Originalsprog	Engelsk
Publikationsdato	4. aug. 2011
Antal sider	4
Status	Udgivet - 4. aug. 2011
Begivenhed	6th Iberian Conference on Information Systems and Technologies (CISTI), 2011 - Chaves, Portugal Varighed: 15. jun. 2011 → 18. jun. 2011

Konference

Konference	6th Iberian Conference on Information Systems and Technologies (CISTI), 2011
Land/Område	Portugal
By	Chaves
Periode	15/06/2011 → 18/06/2011

Dokumenter og links

http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5974214

Citationsformater

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abstract = "Current research work shows that progress on AIand wireless sensor networks, made it possible to improve thequality of life of the people with disabilities using recenttechnologies [1]. Ambient Assisted Living (AAL) is one of thewell-known research areas that has a goal to use ambientintelligent technologies to support people with special demands tolive longer periods in their proffered environment [2]. The primechallenges of the AAL are recognition of the assisted person{\textquoteright}scurrent activity and providing appropriate support to the person[3]. But these systems need extensive studies on user modeling tobe more efficient to adapt the changes of user capabilities andpreferences which is strongly correlated with the primechallenges of AAL. In this paper, a user model has been proposedthat tends to be used in the autonomous and reliable recognition.",

keywords = "ambient assisted living, user modeling, activity support, activity recognition",

author = "Shabbir Hossain and Valente, {Pedro Ricardo da Nova} and Kasper Hallenborg and Yves Demazeau",

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month = aug,

day = "4",

language = "English",

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User Modeling for Activity Recognition and Support in Ambient Assisted Living. / Hossain, Shabbir; Valente, Pedro Ricardo da Nova; Hallenborg, Kasper et al.
2011. Paper præsenteret på 6th Iberian Conference on Information Systems and Technologies (CISTI), 2011 , Chaves, Portugal.

Publikation: Konferencebidrag uden forlag/tidsskrift › Paper › Forskning › peer review

TY - CONF

T1 - User Modeling for Activity Recognition and Support in Ambient Assisted Living

AU - Hossain, Shabbir

AU - Valente, Pedro Ricardo da Nova

AU - Hallenborg, Kasper

AU - Demazeau, Yves

PY - 2011/8/4

Y1 - 2011/8/4

N2 - Current research work shows that progress on AIand wireless sensor networks, made it possible to improve thequality of life of the people with disabilities using recenttechnologies [1]. Ambient Assisted Living (AAL) is one of thewell-known research areas that has a goal to use ambientintelligent technologies to support people with special demands tolive longer periods in their proffered environment [2]. The primechallenges of the AAL are recognition of the assisted person’scurrent activity and providing appropriate support to the person[3]. But these systems need extensive studies on user modeling tobe more efficient to adapt the changes of user capabilities andpreferences which is strongly correlated with the primechallenges of AAL. In this paper, a user model has been proposedthat tends to be used in the autonomous and reliable recognition.

AB - Current research work shows that progress on AIand wireless sensor networks, made it possible to improve thequality of life of the people with disabilities using recenttechnologies [1]. Ambient Assisted Living (AAL) is one of thewell-known research areas that has a goal to use ambientintelligent technologies to support people with special demands tolive longer periods in their proffered environment [2]. The primechallenges of the AAL are recognition of the assisted person’scurrent activity and providing appropriate support to the person[3]. But these systems need extensive studies on user modeling tobe more efficient to adapt the changes of user capabilities andpreferences which is strongly correlated with the primechallenges of AAL. In this paper, a user model has been proposedthat tends to be used in the autonomous and reliable recognition.

KW - ambient assisted living

KW - user modeling

KW - activity support

KW - activity recognition

M3 - Paper

T2 - 6th Iberian Conference on Information Systems and Technologies (CISTI), 2011

Y2 - 15 June 2011 through 18 June 2011

ER -

User Modeling for Activity Recognition and Support in Ambient Assisted Living

Abstract

Konference

Dokumenter og links

Fingeraftryk

Citationsformater