A study on psychological care for the elderly using web-based embodied conversational agent

NCUIR > College of Electrical Engineering & Computer Science > Department of Computer Science and information Engineering > journal & Dissertation > Item 987654321/106164

Please use this identifier to cite or link to this item: https://ir.lib.ncu.edu.tw/handle/987654321/106164

Title:	A study on psychological care for the elderly using web-based embodied conversational agent
Authors:	栗永徽;Huang, Hsiang-Yi;Li, Yung-Hui;Lin, Jim-Min;Yang, Don-Lin
Contributors:	資訊電機學院資訊工程學系
Keywords:	Brain;Classification;Conversation;Decision trees;Elderly people;Gain;Internet;Visual;World Wide Web
Date:	2015-01-01
Issue Date:	2026-04-23 13:11:42 (UTC+8)
Publisher:	Taiwan Academic Network Management Committee;台灣軟體模擬學會 & Ainosco Press
Abstract:	摘要： In the whole world, the proportion of aged population is increasing day by day. To fulfill Confucius' philosophy of "treat others' elderly and youth as if they are our family members," we proposed an intelligent web-based agent which is able to conduct daily life conversation with the elders. Based on psychological theory, we classify the participants of the experiment into three types using K-means. A decision tree is trained based on the information gain during the process of classification. We also implemented a web-based software agent which is visually alive and is able to interact with the elders through visual and audio context. Such agent can be accessed virtually from any location on the planet and is able to have conversation and interaction with the elders to keep them from being bored. The trained decision tree serves as the brain of the web-based agent to classify the type of the elders as the conversation goes on and provide the appropriate questions or choices for the human-machine interaction. Through large-scale experiments we found that the combination of web-based agent and the trained decision tree works satisfactorily for the purpose of caregiving to the elderly. 出版者：台灣軟體模擬學會 & Ainosco Press 出版日期： 2015-01-01 出處： Journal of Internet Technology, 2015-01, Vol.16 (1), p.35-45 資源來源：華藝CEPS中文電子期刊服務識別號： ISSN: 1607-9264 識別號： DOI: 10.6138/JIT.2014.16.1.20130821
Appears in Collections:	[Department of Computer Science and information Engineering] journal & Dissertation

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