Title :
Application of data mining in Web pre-fetching
Author :
Xu, Baowen ; Zhang, Weifeng ; Song, William ; Yang, Hongji ; Chang, Chih-Hung
Author_Institution :
Dept. of Comput. Sci. & Eng., Southeast Univ., Nanjing, China
Abstract :
To speed up fetching Web pages, we give an intelligent technology of Web pre-fetching. We use a simplified WWW data model to represent the data in the cache of a Web browser to mine the association rules. We store these rules in a knowledge base so as to predict the user´s actions. Intelligent agents are responsible for mining the users´ interest and pre-fetching Web pages, based on the interest association repository. In this way user browsing time has been reduced transparently
Keywords :
Internet; data mining; data models; information resources; information retrieval; online front-ends; software agents; Web browser; Web pages; Web pre-fetching; association rule mining; cache; data mining; data model; data representation; intelligent agents; interest association repository; knowledge base; Association rules; Computer science; Data mining; Data models; IP networks; Prediction algorithms; Quality of service; Web and internet services; Web pages; World Wide Web;
Conference_Titel :
Multimedia Software Engineering, 2000. Proceedings. International Symposium on
Conference_Location :
Taipei
Print_ISBN :
0-7695-0933-9
DOI :
10.1109/MMSE.2000.897238
