Coordinated persuasion with dynamic group formation for collaborative elderly care
Ageing in place demands a new paradigm of inhouse caregiving allowing many aspects of daily lives to be tackled by smart appliances and technologies. The important challenges include the effective provision of recommendations by multiple parties of caregiver constituting changes of the user's b...
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sg-smu-ink.sis_research-76642022-01-13T09:36:17Z Coordinated persuasion with dynamic group formation for collaborative elderly care SUBAGDJA, Budhitama TAN, Ah-hwee Ageing in place demands a new paradigm of inhouse caregiving allowing many aspects of daily lives to be tackled by smart appliances and technologies. The important challenges include the effective provision of recommendations by multiple parties of caregiver constituting changes of the user's behavior. In this multiagent environment, interdependencies between agents become major issues to tackle. This paper presents an approach of dynamic group formation for autonomous caregiving agents to collaborate in recommending different aspects of well-being. The approach supports the agents to regulate the timing of their recommendations, prevent conflicting messages, and cooperate to make more effective persuasions. A simulation of virtual elderly-care system demonstrates how dynamically grouped and collaborating agents can imply improvements in persuasive recommendation. 2015-12-01T08:00:00Z text application/pdf https://ink.library.smu.edu.sg/sis_research/6661 info:doi/10.1109/WI-IAT.2015.77 https://ink.library.smu.edu.sg/context/sis_research/article/7664/viewcontent/Coordinated_Persuasion___WI_IAT_2015.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University Artificial Intelligence and Robotics |
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Artificial Intelligence and Robotics SUBAGDJA, Budhitama TAN, Ah-hwee Coordinated persuasion with dynamic group formation for collaborative elderly care |
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Ageing in place demands a new paradigm of inhouse caregiving allowing many aspects of daily lives to be tackled by smart appliances and technologies. The important challenges include the effective provision of recommendations by multiple parties of caregiver constituting changes of the user's behavior. In this multiagent environment, interdependencies between agents become major issues to tackle. This paper presents an approach of dynamic group formation for autonomous caregiving agents to collaborate in recommending different aspects of well-being. The approach supports the agents to regulate the timing of their recommendations, prevent conflicting messages, and cooperate to make more effective persuasions. A simulation of virtual elderly-care system demonstrates how dynamically grouped and collaborating agents can imply improvements in persuasive recommendation. |
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text |
author |
SUBAGDJA, Budhitama TAN, Ah-hwee |
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SUBAGDJA, Budhitama TAN, Ah-hwee |
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SUBAGDJA, Budhitama |
title |
Coordinated persuasion with dynamic group formation for collaborative elderly care |
title_short |
Coordinated persuasion with dynamic group formation for collaborative elderly care |
title_full |
Coordinated persuasion with dynamic group formation for collaborative elderly care |
title_fullStr |
Coordinated persuasion with dynamic group formation for collaborative elderly care |
title_full_unstemmed |
Coordinated persuasion with dynamic group formation for collaborative elderly care |
title_sort |
coordinated persuasion with dynamic group formation for collaborative elderly care |
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Institutional Knowledge at Singapore Management University |
publishDate |
2015 |
url |
https://ink.library.smu.edu.sg/sis_research/6661 https://ink.library.smu.edu.sg/context/sis_research/article/7664/viewcontent/Coordinated_Persuasion___WI_IAT_2015.pdf |
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