Towards intelligent caring agents for Aging-In-Place : issues and challenges

The aging of the world's population presents vast societal and individual challenges. The relatively shrinking workforce to support the growing population of the elderly leads to a rapidly increasing amount of technological innovations in the field of elderly care. In this paper, we present an...

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Main Authors: Kang, Yilin, Wang, Di, Subagdja, Budhitama, Tan, Ah-Hwee, Zhang, Daqing
Other Authors: School of Computer Science and Engineering
Format: Conference or Workshop Item
Language:English
Published: 2018
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Online Access:https://hdl.handle.net/10356/89686
http://hdl.handle.net/10220/47038
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-896862020-03-07T11:48:46Z Towards intelligent caring agents for Aging-In-Place : issues and challenges Kang, Yilin Wang, Di Subagdja, Budhitama Tan, Ah-Hwee Zhang, Daqing School of Computer Science and Engineering 2014 IEEE Symposium on Computational Intelligence for Human-like Intelligence (CIHLI) NTU-UBC Research Centre of Excellence in Active Living for the Elderly DRNTU::Engineering::Computer science and engineering Intelligent Agents Issues And Challenges The aging of the world's population presents vast societal and individual challenges. The relatively shrinking workforce to support the growing population of the elderly leads to a rapidly increasing amount of technological innovations in the field of elderly care. In this paper, we present an integrated framework consisting of various intelligent agents with their own expertise and responsibilities working in a holistic manner to assist, care, and accompany the elderly around the clock in the home environment. To support the independence of the elderly for Aging-In-Place (AIP), the intelligent agents must well understand the elderly, be fully aware of the home environment, possess high-level reasoning and learning capabilities, and provide appropriate tender care in the physical, cognitive, emotional, and social aspects. The intelligent agents sense in non-intrusive ways from different sources and provide wellness monitoring, recommendations, and services across diverse platforms and locations. They collaborate together and interact with the elderly in a natural and holistic manner to provide all-around tender care reactively and proactively. We present our implementation of the collaboration framework with a number of realized functionalities of the intelligent agents, highlighting its feasibility and importance in addressing various challenges in AIP. NRF (Natl Research Foundation, S’pore) Accepted version 2018-12-18T03:29:55Z 2019-12-06T17:31:10Z 2018-12-18T03:29:55Z 2019-12-06T17:31:10Z 2014-12-01 2014 Conference Paper Wang, D., Subagdja, B., Kang, Y., Tan, A.-H., & Zhang, D. (2014). Towards intelligent caring agents for Aging-In-Place : issues and challenges. 2014 IEEE Symposium on Computational Intelligence for Human-like Intelligence (CIHLI). doi:10.1109/CIHLI.2014.7013393 https://hdl.handle.net/10356/89686 http://hdl.handle.net/10220/47038 10.1109/CIHLI.2014.7013393 187591 en © 2014 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The published version is available at: [http://dx.doi.org/10.1109/CIHLI.2014.7013393]. 8 p. application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic DRNTU::Engineering::Computer science and engineering
Intelligent Agents
Issues And Challenges
spellingShingle DRNTU::Engineering::Computer science and engineering
Intelligent Agents
Issues And Challenges
Kang, Yilin
Wang, Di
Subagdja, Budhitama
Tan, Ah-Hwee
Zhang, Daqing
Towards intelligent caring agents for Aging-In-Place : issues and challenges
description The aging of the world's population presents vast societal and individual challenges. The relatively shrinking workforce to support the growing population of the elderly leads to a rapidly increasing amount of technological innovations in the field of elderly care. In this paper, we present an integrated framework consisting of various intelligent agents with their own expertise and responsibilities working in a holistic manner to assist, care, and accompany the elderly around the clock in the home environment. To support the independence of the elderly for Aging-In-Place (AIP), the intelligent agents must well understand the elderly, be fully aware of the home environment, possess high-level reasoning and learning capabilities, and provide appropriate tender care in the physical, cognitive, emotional, and social aspects. The intelligent agents sense in non-intrusive ways from different sources and provide wellness monitoring, recommendations, and services across diverse platforms and locations. They collaborate together and interact with the elderly in a natural and holistic manner to provide all-around tender care reactively and proactively. We present our implementation of the collaboration framework with a number of realized functionalities of the intelligent agents, highlighting its feasibility and importance in addressing various challenges in AIP.
author2 School of Computer Science and Engineering
author_facet School of Computer Science and Engineering
Kang, Yilin
Wang, Di
Subagdja, Budhitama
Tan, Ah-Hwee
Zhang, Daqing
format Conference or Workshop Item
author Kang, Yilin
Wang, Di
Subagdja, Budhitama
Tan, Ah-Hwee
Zhang, Daqing
author_sort Kang, Yilin
title Towards intelligent caring agents for Aging-In-Place : issues and challenges
title_short Towards intelligent caring agents for Aging-In-Place : issues and challenges
title_full Towards intelligent caring agents for Aging-In-Place : issues and challenges
title_fullStr Towards intelligent caring agents for Aging-In-Place : issues and challenges
title_full_unstemmed Towards intelligent caring agents for Aging-In-Place : issues and challenges
title_sort towards intelligent caring agents for aging-in-place : issues and challenges
publishDate 2018
url https://hdl.handle.net/10356/89686
http://hdl.handle.net/10220/47038
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