Abstract
Research on physical activity can reduce the probability of disease and improve people's health. Due to the complexity and diversity of human movement, the lack of a unified and standardized human movement data has become a significant bottleneck in human movement research. Building a unified and standardized human movement data platform requires four key technologies: movement modeling, movement coding, movement data organization, and movement data storage. In this paper, we propose a solution to building a large-scale movement data platform by researching these four key technologies and realizing the construction of the PAMS human movement data platform (PAMS-DP). PAMS-DP can integrate massive movement data, storing and automatically analyzing movement relationships and movement properties, publicly providing available movement data files in a unified and standardized format, and enhancing people's understanding of human movements. Consequently, redundant work associated with collecting and processing massive movement data is reduced.
| Original language | English |
|---|---|
| Title of host publication | Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022 |
| Editors | Donald Adjeroh, Qi Long, Xinghua Shi, Fei Guo, Xiaohua Hu, Srinivas Aluru, Giri Narasimhan, Jianxin Wang, Mingon Kang, Ananda M. Mondal, Jin Liu |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 2474-2481 |
| Number of pages | 8 |
| ISBN (Electronic) | 9781665468190 |
| DOIs | |
| Publication status | Published - 2022 |
| Event | 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022 - Las Vegas, United States Duration: 6 Dec 2022 → 8 Dec 2022 |
Publication series
| Name | Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022 |
|---|
Conference
| Conference | 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022 |
|---|---|
| Country/Territory | United States |
| City | Las Vegas |
| Period | 6/12/22 → 8/12/22 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 3 Good Health and Well-being
Keywords
- human movement data platform
- knowledge graph
- movement coding
- movement modeling
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