DocumentCode :
2265004
Title :
A life-log search model based on Bayesian network
Author :
Ushiama, Taketoshi ; Watanabe, Toyohide
Author_Institution :
Dept. of Art & Inf. Design, Kyushu Univ., Fukuoka, Japan
fYear :
2004
fDate :
13-15 Dec. 2004
Firstpage :
337
Lastpage :
343
Abstract :
The integration of life-log data in different media enables to represent the same activities from various viewpoints. Integrated life-log data represent contexts each other that are not able to represent in single. Each media has its own characteristic features, and the limitation on its content representation ability. Life-log data consists of records of activities. Examples of life-log data are the e-mail massages that he/she sent and received, TV programs that he/she watched, and photographs that he/she took, and so on. One of the most important characteristic of life-log is that the same activities are represented in different media. This paper focuses on the integrate life-logs in different media and to search them based on their contexts. A problem of the integration is that it is difficult to make correspondences between life-logs in different media types strictly and the correspondences consists uncertainty. In this paper, we introduce a framework based on Bayesian Network.
Keywords :
belief networks; information retrieval; multimedia computing; probability; uncertainty handling; Bayesian network; life-log data search model; multimedia; probability density function; uncertainty handling; Art; Bayesian methods; Electronic mail; Global Positioning System; Information science; Space technology; TV; Uncertainty; Wearable sensors; Web pages;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia Software Engineering, 2004. Proceedings. IEEE Sixth International Symposium on
Print_ISBN :
0-7695-2217-3
Type :
conf
DOI :
10.1109/MMSE.2004.11
Filename :
1376680
Link To Document :
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