TY - GEN
T1 - Mining web access log for the personalization recommendation
AU - Peng, Xueping
AU - Cao, Yujuan
AU - Niu, Zhendong
PY - 2008
Y1 - 2008
N2 - This paper presents a personalization recommenddation model to recommend potentially interesting resources to users based on the web access log of users. This model builds on the apriori algorithm and the tf-idf technology, which consists of three parts: resource description, user's preference extraction and the personalization recommendation. Firstly ,our model generates resource text space vector by analyzing the resource information achieved by mining user's web access log, then it attains interest set to make use of the apriori algorithm based on the vector, finally, it recommends filtered and sorted resources to users content based recommendation model.
AB - This paper presents a personalization recommenddation model to recommend potentially interesting resources to users based on the web access log of users. This model builds on the apriori algorithm and the tf-idf technology, which consists of three parts: resource description, user's preference extraction and the personalization recommendation. Firstly ,our model generates resource text space vector by analyzing the resource information achieved by mining user's web access log, then it attains interest set to make use of the apriori algorithm based on the vector, finally, it recommends filtered and sorted resources to users content based recommendation model.
KW - Apriori algorithm
KW - Content-based filtering
KW - DF-RTF algorithm
KW - Personalization recommendation model
KW - Vector space model
KW - Web access log mining
UR - http://www.scopus.com/inward/record.url?scp=70349593767&partnerID=8YFLogxK
U2 - 10.1109/MMIT.2008.166
DO - 10.1109/MMIT.2008.166
M3 - Conference contribution
AN - SCOPUS:70349593767
SN - 9780769535562
T3 - Proceedings - 2008 International Conference on MultiMedia and Information Technology, MMIT 2008
SP - 172
EP - 175
BT - Proceedings - 2008 International Conference on MultiMedia and Information Technology, MMIT 2008
T2 - 2008 International Conference on MultiMedia and Information Technology, MMIT 2008
Y2 - 30 December 2008 through 31 December 2008
ER -