DocumentCode :
3199124
Title :
Study and Analysis of User Behaviour and Usage Patterns in a Unified Personal Multimedia Information Envirionment
Author :
Singh, Rahul ; Pinzón, Juan Camilo
Author_Institution :
San Francisco State Univ., San Francisco
fYear :
2007
fDate :
2-5 July 2007
Firstpage :
1031
Lastpage :
1034
Abstract :
The ability to capture information using multiple media simultaneously is becoming common due to the development of powerful and easy to use sensor technologies and consumer products. It has therefore been widely postulated that systems that recognize the semantic correlations between heterogeneous media, model them, and allow interactions across them in unified manners are essential for sustaining effective information assimilation in such true multimedia scenarios. In this context, at the state-of-the-art, a key challenge involves studying and analyzing user behaviors and usage patterns in such information management frameworks. In this paper, we address this issue using an event-based unified multimedia information management system. Our research analyzes, both qualitatively and quantitatively, how users organize, manage, query, explore, and assimilate information in such an environment. We also identify certain key features in the unified model, which are found to be of special value in information access and assimilation. Results from our investigation provide important insights into user behavior in pan-media information organization and interaction frameworks and will be valuable in further development of unified modeling, querying, and interaction techniques.
Keywords :
information retrieval systems; multimedia communication; information assimilation; information management frameworks; pan-media information organization; semantic correlations; unified personal multimedia information environment; Computer science; Context modeling; Data models; Environmental management; Information analysis; Information management; Multimedia databases; Multimedia systems; Nonhomogeneous media; Pattern analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia and Expo, 2007 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
1-4244-1016-9
Electronic_ISBN :
1-4244-1017-7
Type :
conf
DOI :
10.1109/ICME.2007.4284829
Filename :
4284829
Link To Document :
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