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Updated: Mar 17, 2026

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
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The Mining Minds digital health and wellness framework.

Oresti Banos1, Muhammad Bilal Amin1, Wajahat Ali Khan1

  • 1Department of Computer Engineering, Kyung Hee University, 1732 Deokyoungdae-ro, Giheung-ug, Yongin-si, 446-701, Korea.

Biomedical Engineering Online
|July 26, 2016
PubMed
Summary

The Mining Minds framework integrates digital health technologies for personalized wellness support. It analyzes lifestyle data to offer proactive health coaching and self-management tools.

Keywords:
Big dataCloud computingContext-awarenessDigital healthHuman behaviorKnowledge basesQuantified selfUser experienceWearable sensorsdHealth framework

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Area of Science:

  • Digital Health and Wellness
  • Human-Computer Interaction
  • Data Science

Background:

  • Healthcare is shifting towards prevention and proactive self-management.
  • Digital technologies are key drivers, but a lack of integrated frameworks hinders data utilization.
  • Existing systems struggle to orchestrate diverse health data for personalized support.

Purpose of the Study:

  • To introduce Mining Minds, a novel framework for personalized health and wellness support.
  • To leverage digital technologies and modern methods for holistic lifestyle investigation.
  • To enable smart coaching and support services through continuous analysis.

Main Methods:

  • Developed Mining Minds, a framework integrating Big Data, Cloud Computing, Wearables, and IoT.
  • Incorporated context-awareness, knowledge bases, and advanced analytics.
  • Designed for holistic and continuous investigation of user lifestyles.

Main Results:

  • Demonstrated the framework's efficient combination and interoperation of technologies and methods.
  • Met essential requirements for personalized health and wellness support.
  • Presented architectural components, user applications, and expert tools.

Conclusions:

  • Mining Minds offers an innovative, holistic approach to analyzing human behavior for personalized support.
  • The framework's principles can inspire new research and serve as a reference for similar initiatives.
  • It facilitates proactive health management and individual empowerment.