Life record: A smartphone-based daily activity monitoring system

Pei Ching Yang, Shiang Chiuan Su, I. Lin Wu, Jung Hsien Chiang

研究成果: Conference contribution

摘要

In this paper, we propose a two-layered classification approach to effectively recognize the physical activities while the smartphone is placed at any four common positions on the body. Then we implement a Life Record app on smartphone that automatically classifies physical activities and records them as the personal life logs. For assisting users in comprehending their daily activities, the system also provides the visualization interface that shows the brief descriptions of their life logs. We demonstrate that the system possesses less limitation to monitor daily activities that the users are not restricted to carry their smartphones in specific positions. Another major benefit of our system is to provide a complete overview of personal activities, which enhances the self-awareness of physical activity in our daily life through an intuitive visualization interface. Furthermore, analysis of life logs can also be applied in specific services or recommendation applications in the future.

原文English
主出版物標題Advances in Swarm and Computational Intelligence - 6th International Conference, ICSI 2015 held in conjunction with the 2nd BRICS Congress, CCI 2015, Proceedings
編輯Ying Tan, Fernando Buarque, Andries Engelbrecht, Alexander Gelbukh, Swagatam Das, Yuhui Shi
發行者Springer Verlag
頁面380-385
頁數6
ISBN(列印)9783319204710
DOIs
出版狀態Published - 2015 一月 1
事件6th International Conference on Swarm Intelligence, ICSI 2015 held in conjunction with the 2nd BRICS Congress on Computational Intelligence, CCI 2015 - Beijing, China
持續時間: 2015 六月 252015 六月 28

出版系列

名字Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
9141
ISSN(列印)0302-9743
ISSN(電子)1611-3349

Other

Other6th International Conference on Swarm Intelligence, ICSI 2015 held in conjunction with the 2nd BRICS Congress on Computational Intelligence, CCI 2015
國家China
城市Beijing
期間15-06-2515-06-28

    指紋

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

引用此

Yang, P. C., Su, S. C., Wu, I. L., & Chiang, J. H. (2015). Life record: A smartphone-based daily activity monitoring system. 於 Y. Tan, F. Buarque, A. Engelbrecht, A. Gelbukh, S. Das, & Y. Shi (編輯), Advances in Swarm and Computational Intelligence - 6th International Conference, ICSI 2015 held in conjunction with the 2nd BRICS Congress, CCI 2015, Proceedings (頁 380-385). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 9141). Springer Verlag. https://doi.org/10.1007/978-3-319-20472-7_41