Extraction of Factors Related to Transportations and Destinations by Decision Trees for Personal Whereabouts Modeling

Seiji Kasuya, Kiichi Tago, Xiaokang Zhou, Qun Jin

    研究成果: Conference contribution

    抜粋

    It has become possible to record the data of a visited place automatically, using a smartphone's GPS. The smartphone can visualize where a user visits and present the traveling route. In this study, we propose a personal whereabouts model for living pattern analysis, utilizing the smartphone's GPS. The proposed model aims to extract personal living patterns effectively. To this propose, it is important to analyze those factors related to location and environment. A decision tree based method is used to extract these factors for the location-based personal data analysis. We finally discuss the experiment design and our observations based on personal data collected from mobile environments.

    元の言語English
    ホスト出版物のタイトルProceedings - 9th International Conference on Information Technology in Medicine and Education, ITME 2018
    出版者Institute of Electrical and Electronics Engineers Inc.
    ページ808-812
    ページ数5
    ISBN(電子版)9781538677438
    DOI
    出版物ステータスPublished - 2018 12 26
    イベント9th International Conference on Information Technology in Medicine and Education, ITME 2018 - Hangzhou, Zhejiang, China
    継続期間: 2018 10 192018 10 21

    出版物シリーズ

    名前Proceedings - 9th International Conference on Information Technology in Medicine and Education, ITME 2018

    Conference

    Conference9th International Conference on Information Technology in Medicine and Education, ITME 2018
    China
    Hangzhou, Zhejiang
    期間18/10/1918/10/21

      フィンガープリント

    ASJC Scopus subject areas

    • Computer Science Applications
    • Medicine (miscellaneous)
    • Information Systems
    • Health Informatics
    • Education

    これを引用

    Kasuya, S., Tago, K., Zhou, X., & Jin, Q. (2018). Extraction of Factors Related to Transportations and Destinations by Decision Trees for Personal Whereabouts Modeling. : Proceedings - 9th International Conference on Information Technology in Medicine and Education, ITME 2018 (pp. 808-812). [8589414] (Proceedings - 9th International Conference on Information Technology in Medicine and Education, ITME 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ITME.2018.00182