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Related Experiment Video

Updated: Oct 26, 2025

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[To design an intelligent analysis platform for the disabled population data].

Ya'nan Luo1, Wei Chen2, Yiran Wang1

  • 1Institute of Population Research, Peking University, APEC Health Sciences Academy, Peking University, Beijing 100871, China.

Wei Sheng Yan Jiu = Journal of Hygiene Research
|July 27, 2021
PubMed
Summary

This study introduces an intelligent platform for analyzing disabled population data, enabling comprehensive data fusion, intelligent mining, and secure sharing of sensitive information.

Keywords:
access control mechanismdata warehousedisability data informatizationintelligent analysis platform

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Area of Science:

  • Data Science
  • Public Health Informatics
  • Disability Studies

Background:

  • Effective management and analysis of disabled population data are crucial for targeted interventions and resource allocation.
  • Existing systems often struggle with data heterogeneity, security, and comprehensive analytical capabilities.

Purpose of the Study:

  • To design and develop a demand-oriented intelligent analysis platform framework for disabled population data.
  • To integrate data management, intelligent analysis, and secure access functionalities.

Main Methods:

  • Utilized DATAI-WebEx, active learning, and a Browser/Server architecture.
  • Implemented role-based access control, Bayesian networks, GIS, cluster analysis, and regression analysis.
  • Enabled multi-source heterogeneous data fusion, intelligent analysis, and secure data sharing.

Main Results:

  • The platform facilitates structured and unstructured data alignment and fusion for disabled populations.
  • Enabled disability risk clustering, factor identification, distribution analysis, and dynamic trajectory prediction.
  • Ensured secure and convenient access to sensitive data, facilitating safe data sharing.

Conclusions:

  • The developed platform provides comprehensive fusion, intelligent mining, and secure sharing of disability data.
  • It offers a robust solution for managing and analyzing sensitive information related to the disabled population.