• DocumentCode
    3685085
  • Title

    Mining human behavior for health promotion

  • Author

    Oresti Banos;Jaehun Bang;Taeho Hur;Muhammad Hameed Siddiqi;Huynh-The Thien;Le-Ba Vui;Wajahat Ali Khan;Taqdir Ali;Claudia Villalonga;Sungyoung Lee

  • Author_Institution
    Department of Computer Engineering, Kyung Hee University, 446-701 Yongin, Korea
  • fYear
    2015
  • Firstpage
    5062
  • Lastpage
    5065
  • Abstract
    The monitoring of human lifestyles has gained much attention in the recent years. This work presents a novel approach to combine multiple context-awareness technologies for the automatic analysis of people´s conduct in a comprehensive and holistic manner. Activity recognition, emotion recognition, location detection, and social analysis techniques are integrated with ontological mechanisms as part of a framework to identify human behavior. Key architectural components, methods and evidences are described in this paper to illustrate the interest of the proposed approach.
  • Keywords
    "Context","Emotion recognition","Feature extraction","Data mining","Sensors","Data preprocessing","Hidden Markov models"
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
  • ISSN
    1094-687X
  • Electronic_ISBN
    1558-4615
  • Type

    conf

  • DOI
    10.1109/EMBC.2015.7319529
  • Filename
    7319529