Adaptive Delivery of Knowledge: a Context-based Approach
Current knowledge management solutions are not sufficiently aware of the context of the user so that delivered Knowledge Objects (KOs) could not match the user current knowledge demand well. To solve such a problem, a context-based, adaptive knowledge delivery approach is proposed, which is achieved by contextualizing KOs and knowledge delivery process. After the process of adaptive delivering knowledge based on context is analyzed, three key technologies to implement this process are presented in details, which are modeling context-integrated knowledge, acquiring user context and finding matching KOs based on context similarity. A component-based architecture of the adaptive delivery system is put forward, and a case study is illustrated. This adaptive delivery approach allows to deliver KOs which are relevant to the current situation of the user, and experimental results indicate that our approach to improve KM is both effective and efficient.
Knowledge-based systems Knowledge delivery Context-aware Context acquisition Knowledge management
Xuwei PAN Xiyong ZHU Xinjian GU
Economic and Management College,Zhejiang Sci-Tech University,Hangzhou,China Institute of Contemporary Manufacturing Engineering,Zhejiang University,Hangzhou,China
国际会议
北京
英文
2007-05-30（万方平台首次上网日期，不代表论文的发表时间）