Integrating Web Usage and Content Mining for More Effective Personalization

作者: Bamshad Mobasher , Honghua Dai , Tao Luo , Yuqing Sun , Jiang Zhu

DOI: 10.1007/3-540-44463-7_15

关键词: Association rule learningKnowledge extractionWorld Wide WebComputer sciencePersonalizationUsage dataInformation extractionSession (web analytics)Web miningWeb pageThe Internet

摘要: Recent proposals have suggested Web usage mining as an enabling mechanism to overcome the problems associated with more traditional Web personalization techniques such as …

参考文章(17)
O.R. Zaiane, Man Xin, Jiawei Han, Discovering Web access patterns and trends by applying OLAP and data mining technology on Web logs Proceedings IEEE International Forum on Research and Technology Advances in Digital Libraries -ADL'98-. pp. 19- 29 ,(1998) , 10.1109/ADL.1998.670376
Gerard Salton, Michael J. McGill, Introduction to Modern Information Retrieval ,(1983)
OLFA NASRAOUI, HICHEM FRIGUI, RAGHU KRISHNAPURAM, ANUPAM JOSHI, EXTRACTING WEB USER PROFILES USING RELATIONAL COMPETITIVE FUZZY CLUSTERING International Journal on Artificial Intelligence Tools. ,vol. 9, pp. 509- 526 ,(2000) , 10.1142/S021821300000032X
Robert Cooley, Bamshad Mobasher, Jaideep Srivastava, Data Preparation for Mining World Wide Web Browsing Patterns Knowledge and Information Systems. ,vol. 1, pp. 5- 32 ,(1999) , 10.1007/BF03325089
William B. Frakes, Ricardo Baeza-Yates, Information Retrieval: Data Structures and Algorithms ,(1992)
Stuart Schechter, Murali Krishnan, Michael D. Smith, Using path profiles to predict HTTP requests the web conference. ,vol. 30, pp. 457- 467 ,(1998) , 10.1016/S0169-7552(98)00106-8
Alex G. Büchner, Maurice D. Mulvenna, Discovering Internet marketing intelligence through online analytical web usage mining international conference on management of data. ,vol. 27, pp. 54- 61 ,(1998) , 10.1145/306101.306124
Jaideep Srivastava, Robert Cooley, Mukund Deshpande, Pang-Ning Tan, Web usage mining ACM SIGKDD Explorations Newsletter. ,vol. 1, pp. 12- 23 ,(2000) , 10.1145/846183.846188
K-L Wu, Philip S. Yu, Allen Ballman, None, SpeedTracer: a Web usage mining and analysis tool Ibm Systems Journal. ,vol. 37, pp. 89- 105 ,(1998) , 10.1147/SJ.371.0089
Jonathan L. Herlocker, Joseph A. Konstan, Al Borchers, John Riedl, An algorithmic framework for performing collaborative filtering international acm sigir conference on research and development in information retrieval. ,vol. 51, pp. 230- 237 ,(1999) , 10.1145/3130348.3130372