メインナビゲーションにスキップ 検索にスキップ メインコンテンツにスキップ

Using Anonymous Data to Assess Dissaving Risk against Life Expectancy for Elderly People

  • Yuya Yokoyama
  • , Yasunari Yoshitomi

研究成果: 書籍/レポート タイプへの寄稿会議への寄与

抄録

No database exists suitable for revealing the impact on economic activities caused by dementia. Therefore, we have aimed to obtain the principles to resolve its influence through analyzing related databases. In order to detect the capability deterioration of economic activity for elderly people at age of sixty-five or older, we have used an anonymous data set obtained from the National Survey of Family Income and Expenditure (NSFIE) carried out by Ministry of Internal Affairs and Communications (MIC). So far we have developed a method to detect dissaving risk of elderly people through clustering. However, the initial method showed limitations for improvement. Therefore, we propose another method to detect dissaving risk. Here, the analysis data are divided into test data and training data. The test data will then be processed through primary/secondary determination according to the amount of savings. If one test data is processed with secondary determination, three kinds of methods are performed in terms of income and savings. As a result of analysis, correct judgment rate exceeds 80% for single females.

本文言語英語
ホスト出版物のタイトルProceedings - 2021 10th International Congress on Advanced Applied Informatics, IIAI-AAI 2021
出版社Institute of Electrical and Electronics Engineers Inc.
ページ3-9
ページ数7
ISBN(電子版)9781665424202
DOI
出版ステータス出版済み - 2021
外部発表はい
イベント10th International Congress on Advanced Applied Informatics, IIAI-AAI 2021 - Virtual, Online, 日本
継続期間: 11-07-202116-07-2021

出版物シリーズ

名前Proceedings - 2021 10th International Congress on Advanced Applied Informatics, IIAI-AAI 2021

会議

会議10th International Congress on Advanced Applied Informatics, IIAI-AAI 2021
国/地域日本
CityVirtual, Online
Period11-07-2116-07-21

UN SDG

この成果は、次の持続可能な開発目標に貢献しています

  1. SDG 3 - すべての人に健康と福祉を
    SDG 3 すべての人に健康と福祉を

All Science Journal Classification (ASJC) codes

  • コンピュータ ネットワークおよび通信
  • コンピュータ サイエンスの応用
  • 情報システム
  • 情報システムおよび情報管理
  • 教育

フィンガープリント

「Using Anonymous Data to Assess Dissaving Risk against Life Expectancy for Elderly People」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル