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
Link To Document