Title :
Context-Aware User Profiling and Multimedia Content Classification for Smart Devices
Author :
Moradeyo Otebolaku, Abayomi ; Andrade, Maria Teresa
Author_Institution :
Fac. of Eng., Univ. of Porto, Porto, Portugal
Abstract :
Current solutions for delivering adapted multimedia content in mobile environments take into account only a limited set of contextual information, and can be regarded as passive solutions. We propose a new solution that anticipates user´s needs based on the contexts of use and preferences to deliver media content to mobile users. This paper describes the profiling approach of the proposed solution, and a context-aware content-based recommendation for smart devices. Recommendations are issued based on user history, driven by real-time contextual conditions.
Keywords :
content management; mobile computing; multimedia computing; pattern classification; recommender systems; adapted multimedia content; context-aware content-based recommendation; context-aware user profiling; contextual information; mobile environments; mobile users; multimedia content classification; profiling approach; real-time contextual conditions; smart devices; user history; user needs; Conferences; Context; adaptation; mobility; recommendation; user preference; user profile; vector space model;
Conference_Titel :
Advanced Information Networking and Applications Workshops (WAINA), 2014 28th International Conference on
Conference_Location :
Victoria, BC
Print_ISBN :
978-1-4799-2652-7
DOI :
10.1109/WAINA.2014.92