PAMS-DP: Building a Unified Open PAMS Human Movement Data Platform

Mengfei Tang, Tianyu Huang*, Jupeng Luo, Xiangchen Li

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Citation (Scopus)

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 languageEnglish
Title of host publicationProceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022
EditorsDonald Adjeroh, Qi Long, Xinghua Shi, Fei Guo, Xiaohua Hu, Srinivas Aluru, Giri Narasimhan, Jianxin Wang, Mingon Kang, Ananda M. Mondal, Jin Liu
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages2474-2481
Number of pages8
ISBN (Electronic)9781665468190
DOIs
Publication statusPublished - 2022
Event2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022 - Las Vegas, United States
Duration: 6 Dec 20228 Dec 2022

Publication series

NameProceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022

Conference

Conference2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022
Country/TerritoryUnited States
CityLas Vegas
Period6/12/228/12/22

Keywords

  • human movement data platform
  • knowledge graph
  • movement coding
  • movement modeling

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