A Study of the Psychological Resilience of the Elderly Based on the Artificial Neural Network

Chang Song, Yoshito Ogata, Jia He

    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

    Based on the theory of Artificial Neural Network, the psychological resilience of the elderly was formed using the content analysis method, and 105 persons were chosen as the experimental samples, the psychological resilience analysis was done through literature review and questionnaire. Referring to the American behavioral expert (Connor - Davidson)'s resilience questionnaires, questionnaires were distributed in papers and online among the elderly. Statistical software SPSS was used to conduct the statistical analysis, and differences in resilience were investigated in detail. Afterwards, the BP Artificial Neural Network model was established by Matlab based on the questionnaire results, and the psychological resilience of the elderly was generated on the basis of BP Artificial Neural Network model. In this study, the emotional demands on the psychological resilience of the elderly were constructed, and experiments and statistical analysis were carried out, which would lay a solid foundation for the study of the psychological resilience in theory and method.

    本文言語英語
    ホスト出版物のタイトルProceedings of 2018 2nd IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference, IMCEC 2018
    編集者Bing Xu
    出版社Institute of Electrical and Electronics Engineers Inc.
    ページ2119-2123
    ページ数5
    ISBN(電子版)9781538618035
    DOI
    出版ステータス出版済み - 9月 20 2018
    イベント2nd IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference, IMCEC 2018 - Xi'an, 中国
    継続期間: 5月 25 20185月 27 2018

    出版物シリーズ

    名前Proceedings of 2018 2nd IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference, IMCEC 2018

    その他

    その他2nd IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference, IMCEC 2018
    国/地域中国
    CityXi'an
    Period5/25/185/27/18

    !!!All Science Journal Classification (ASJC) codes

    • コンピュータ ネットワークおよび通信
    • 情報システムおよび情報管理
    • 電子工学および電気工学
    • 制御と最適化

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