基于贝叶斯网络的青少年互助支持系统意识分析

S. Matsumoto, Nobuyuki Ohigashi
{"title":"基于贝叶斯网络的青少年互助支持系统意识分析","authors":"S. Matsumoto, Nobuyuki Ohigashi","doi":"10.1109/IIAI-AAI.2019.00156","DOIUrl":null,"url":null,"abstract":"We have shown the concept of information sharing system to support vulnerable road users living in some regions of Hiroshima city where public transport is not sufficiently developed and then we also have constructed a web service to support their daily life named MASS. To make our system effective for solving the issues of \"vulnerable road users\" mainly elderly people, active participation of young people is essential because most of the resources of skills will be provided by young people. The analysis of the previous work unveiled a trend of the youth consciousness about skill sharing in their local community but also showed the limitation of Quantification Method Type II. Therefore, in this paper, in order to discuss the continuity of our system as a business, we conducted an attitude survey on young people's awareness of resource sharing at their local community and analyzed it with Bayesian network. From the experimental result, we confirmed the findings of the previous research and further clarified the relationship between the factors which we could not clarify so far. In addition, we conducted numerical experiments using the constructed Bayesian network, obtained results that support several hypotheses, and revealed factors that have a strong influence on the use of MASS.","PeriodicalId":136474,"journal":{"name":"2019 8th International Congress on Advanced Applied Informatics (IIAI-AAI)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Analyzing Young People's Awareness for Mutual Assistance Support System with Bayesian Network\",\"authors\":\"S. Matsumoto, Nobuyuki Ohigashi\",\"doi\":\"10.1109/IIAI-AAI.2019.00156\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We have shown the concept of information sharing system to support vulnerable road users living in some regions of Hiroshima city where public transport is not sufficiently developed and then we also have constructed a web service to support their daily life named MASS. To make our system effective for solving the issues of \\\"vulnerable road users\\\" mainly elderly people, active participation of young people is essential because most of the resources of skills will be provided by young people. The analysis of the previous work unveiled a trend of the youth consciousness about skill sharing in their local community but also showed the limitation of Quantification Method Type II. Therefore, in this paper, in order to discuss the continuity of our system as a business, we conducted an attitude survey on young people's awareness of resource sharing at their local community and analyzed it with Bayesian network. From the experimental result, we confirmed the findings of the previous research and further clarified the relationship between the factors which we could not clarify so far. In addition, we conducted numerical experiments using the constructed Bayesian network, obtained results that support several hypotheses, and revealed factors that have a strong influence on the use of MASS.\",\"PeriodicalId\":136474,\"journal\":{\"name\":\"2019 8th International Congress on Advanced Applied Informatics (IIAI-AAI)\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 8th International Congress on Advanced Applied Informatics (IIAI-AAI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IIAI-AAI.2019.00156\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 8th International Congress on Advanced Applied Informatics (IIAI-AAI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IIAI-AAI.2019.00156","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

我们展示了信息共享系统的概念,以支持生活在广岛市一些公共交通不发达地区的弱势道路使用者,然后我们还构建了一个名为MASS的网络服务来支持他们的日常生活。要使我们的制度有效地解决以长者为主的“弱势道路使用者”的问题,年轻人的积极参与是必不可少的,因为大部分技能资源将由年轻人提供。通过对以往工作的分析,揭示了青年在当地社区的技能分享意识的趋势,但也显示了第二种量化方法的局限性。因此,在本文中,为了讨论我们的系统作为一个业务的连续性,我们对年轻人在当地社区的资源共享意识进行了态度调查,并使用贝叶斯网络进行了分析。从实验结果中,我们证实了之前的研究结果,并进一步澄清了我们目前无法明确的因素之间的关系。此外,我们使用构建的贝叶斯网络进行了数值实验,得到了支持几个假设的结果,并揭示了对MASS使用有强烈影响的因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Analyzing Young People's Awareness for Mutual Assistance Support System with Bayesian Network
We have shown the concept of information sharing system to support vulnerable road users living in some regions of Hiroshima city where public transport is not sufficiently developed and then we also have constructed a web service to support their daily life named MASS. To make our system effective for solving the issues of "vulnerable road users" mainly elderly people, active participation of young people is essential because most of the resources of skills will be provided by young people. The analysis of the previous work unveiled a trend of the youth consciousness about skill sharing in their local community but also showed the limitation of Quantification Method Type II. Therefore, in this paper, in order to discuss the continuity of our system as a business, we conducted an attitude survey on young people's awareness of resource sharing at their local community and analyzed it with Bayesian network. From the experimental result, we confirmed the findings of the previous research and further clarified the relationship between the factors which we could not clarify so far. In addition, we conducted numerical experiments using the constructed Bayesian network, obtained results that support several hypotheses, and revealed factors that have a strong influence on the use of MASS.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Developing a Multifaceted Evaluation System of Students' Learning Outcomes in Medical School Cognitive Acceleration Program in Undergraduate School Linking Business Strategies and System Demands Using GQM+Strategies and Systems Modeling Language Bubbloid Algorithm: A Simple Method for Generating Bubble-like Line Drawings Shape Recovery of Polyp Using Blood Vessel Detection and Matching Estimation by U-Net
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1