User's Context Reasoning using Data Mining Techniques

데이터 마이닝 기법을 이용한 사용자 상황 추론

  • 이재식 (아주대학교 경영대학 e-비지니스학부) ;
  • 이진천 (아주대학교 대학원 경영학과)
  • Published : 2006.06.01

Abstract

The context-awareness has become the one of core technologies and the indispensable function. for application services in ubiquitous computing environment. In this research, we incorporated the capability of context-awareness in a music recommendation system. Our proposed system consists of such components as Intention Module, Mood Module and Recommendation Module. Among these modules, the Intention Module infers whether a user wants to listen to the music or not from the environmental context information. We built the Intention Module using data mining techniques such as decision tree, support vector machine and case-based reasoning. The results showed that the case-based reasoning model outperformed the other models and its accuracy was 84.1%.

Keywords