[Li, Xiao-Yun; Yu, Ying; Ma, Jia-Yu; Yang, Xiao-Hua; Wan, Ya-Ping; Liu, Zhi-Ming; Jiang, Hui] School of Computer Science and Technology, University of South China, Hengyang, Hunan, China
语种:
英文
关键词:
desktop context;Document model;Implicit informations;personalize;Personalized recommendation;recommendation;User's interest;work scenario;Computer science;Behavioral research
期刊:
Lecture Notes in Electrical Engineering
ISSN:
1876-1100
年:
2012
卷:
124 LNEE
期:
VOL. 1
页码:
383-388
会议名称:
2nd World Congress on Computer Science and Information Engineering, CSIE 2011
Aimed to the inherent detects in present information retrieval service, this paper proposed an approach to exploit desktop context to provide personalized recommendation service. The files restored on the local disk and the documents opened in a work scenario were regarded as two separate parts serving for personalizing. The algorithm for extracting to desktop resources to build the long-term document model was introduced in detail, which further provides information to build a user's interest model. And the method to establish the short-term m...