Title :
Image and Text Fusion for Context-aware Recommendation
Author :
Takada, Kazumasa ; Iwasawa, Motoki ; Kaneko, Makoto ; Sakurai, Yasushi ; Tsuruta, Setsuo ; Schaefer, Gerald
Author_Institution :
Sch. of Inf. Environ., Tokyo Denki Univ., Inzai, Japan
Abstract :
In this paper, we propose a system that obtains sensor data including multimedia data such as text messages and image data from mobile phones, and extracts information about the user situation from these data to provide situation-oriented web services to users exploiting the extracted context. Based on the situation awareness of the system, it is attained to increase the precision of content-based image matching by combining the partial context obtained there from other types of data such as textual information.
Keywords :
Web services; image fusion; image matching; mobile computing; recommender systems; content-based image matching; context-aware recommendation; image data; image fusion; multimedia data; sensor data; situation awareness; situation-oriented Web services; text fusion; text messages; textual information; context-aware recommendation; image and text fusion; media fusion;
Conference_Titel :
Signal Image Technology and Internet Based Systems (SITIS), 2012 Eighth International Conference on
Conference_Location :
Naples
Print_ISBN :
978-1-4673-5152-2
DOI :
10.1109/SITIS.2012.98
