{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T16:07:16Z","timestamp":1772122036206,"version":"3.50.1"},"reference-count":32,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2002,1,1]],"date-time":"2002-01-01T00:00:00Z","timestamp":1009843200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2002,1,1]],"date-time":"2002-01-01T00:00:00Z","timestamp":1009843200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Data Mining and Knowledge Discovery"],"published-print":{"date-parts":[[2002,1]]},"DOI":"10.1023\/a:1013232803866","type":"journal-article","created":{"date-parts":[[2002,12,23]],"date-time":"2002-12-23T16:22:07Z","timestamp":1040660527000},"page":"61-82","source":"Crossref","is-referenced-by-count":230,"title":["Discovery and Evaluation of Aggregate Usage Profiles for Web Personalization"],"prefix":"10.1007","volume":"6","author":[{"given":"Bamshad","family":"Mobasher","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Honghua","family":"Dai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tao","family":"Luo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Miki","family":"Nakagawa","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"388235_CR1","unstructured":"Agarwal, R., Aggarwal, C., and Prasad, V. 1999. A tree projection algorithm for generation of frequent itemsets. In Proceedings of the High Performance Data Mining Workshop, Puerto Rico."},{"key":"388235_CR2","unstructured":"Agrawal, R. and Srikant, R. 1994. Fast algorithms for mining association rules. In Proc. 20th Int. Conference on Very Large Data Bases, VLDB94."},{"key":"388235_CR3","unstructured":"Agrawal, R. and Srikant, R. 1995. Mining sequential patterns. In Proceedings of the Int'l Conference on Data Engineering (ICDE), Taipei, Taiwan, March 1995."},{"key":"388235_CR4","unstructured":"Banerjee, A. and Ghosh, J. 2001. Clickstream clustering using weighted longest common subsequences. In Proceedings of the Web Mining Workshop at the 1st SIAM Conference on Data Mining, Chicago, April 2001."},{"key":"388235_CR5","doi-asserted-by":"crossref","unstructured":"Brin, S., Motwani, R., and Silverstein, C. 1997. Beyond market baskets: Generalizing association rules to correlations. In Proceedings of the ACM SIGMOD International Conference on Management of Data.","DOI":"10.1145\/253260.253327"},{"key":"388235_CR6","first-page":"27","volume":"4","author":"A. Buchner","year":"1999","unstructured":"Buchner, A. and Mulvenna, M.D. 1999. Discovering internet marketing intelligence through online analytical web usage mining. SIGMOD Record, 4:27.","journal-title":"SIGMOD Record"},{"key":"388235_CR7","volume-title":"Statistical Language Learning","author":"E. Charniak","year":"1996","unstructured":"Charniak, E. 1996. Statistical Language Learning. MIT Press, Cambridge, Massachusetts."},{"key":"388235_CR8","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/BF03325089","volume":"1","author":"R. Cooley","year":"1999","unstructured":"Cooley, R., Mobasher, B., and Srivastava, J. 1999. Data preparation for mining world wide web browsing patterns. Journal of Knowledge and Information Systems, 1:1.","journal-title":"Journal of Knowledge and Information Systems"},{"key":"388235_CR9","unstructured":"Cooley, R., Tan, P.-T., and Srivastava, J. 1999. WebSIFT: The web site information filter system. In Proceedings of the Workshop on Web Usage Analysis and User Profiling (WebKKD99), San Diego, Aug. 1999."},{"issue":"5-6","key":"388235_CR10","doi-asserted-by":"crossref","first-page":"365","DOI":"10.1023\/A:1006592405320","volume":"13","author":"E.-H. Han","year":"1999","unstructured":"Han, E.-H., Boley, D., Gini, M., Gross, R., Hastings, K., Karypis, G., Kumar, V., Mobasher, B., and More, J. 1999. Document categorization and query generation on the world wide web using WebACE. Journal of Artificial Intelligence Review, 13(5-6):365\u2013391.","journal-title":"Journal of Artificial Intelligence Review"},{"key":"388235_CR11","unstructured":"Han, E.-H., Karypis, G., Kumar, V., and Mobasher, B. 1997. Clustering based on association rule hypergraphs. In Proceedings of SIGMOD'97 Workshop on Research Issues in Data Mining and Knowledge Discovery (DMKD'97), May 1997."},{"key":"388235_CR12","first-page":"1","volume":"21","author":"E.-H. Han","year":"1998","unstructured":"Han, E.-H., Karypis, G., Kumar, V., and Mobasher, B. 1998. Hypergraph based clustering in high-dimensional data sets: A summary of results. IEEE Bulletin of the Technical Committee on Data Engineering, 21:1.","journal-title":"IEEE Bulletin of the Technical Committee on Data Engineering"},{"key":"388235_CR13","doi-asserted-by":"crossref","unstructured":"Herlocker, J., Konstan, J., Borchers, A., and Riedl, J. 1999. An algorithmic framework for performing collaborative filtering. In Proceedings of the 1999 Conference on Research and Development in Information Retrieval, Aug. 1999.","DOI":"10.1145\/312624.312682"},{"key":"388235_CR14","doi-asserted-by":"crossref","unstructured":"Karypis, G. and Han, E.-H. 2000. Concept indexing: A fast dimensionality reduction algorithm with applications to document retrieval and categorization. Technical Report #00-016, Department of Computer Science and Engineering, University of Minnesota, March 2000.","DOI":"10.21236\/ADA439511"},{"key":"388235_CR15","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1145\/245108.245126","volume":"40","author":"J. Konstan","year":"1997","unstructured":"Konstan, J., Miller, B., Maltz, D., Herlocker, J., Gordon, L., and Riedl, J. 1997. GroupLens: Applying collaborative filtering to usenet news. Communications of the ACM, 40:3.","journal-title":"Communications of the ACM"},{"key":"388235_CR16","first-page":"12","volume-title":"Proceedings of the 17th Annual ACM-SIGIR Conference","author":"D. Lewis","year":"1994","unstructured":"Lewis, D. and Gale, W.A. 1994. A sequential algorithm for training text classifiers. In Proceedings of the 17th Annual ACM-SIGIR Conference, London, UK: Springer-Verlag, Vol. 3, p. 12."},{"key":"388235_CR17","unstructured":"Mobasher, B. 1999. A web personalization engine based on user transaction clustering. In Proceedings of the 9th Workshop on Information Technologies and Systems (WITS'99), Dec. 1999."},{"key":"388235_CR18","unstructured":"Mobasher, B., Cooley, R., and Srivastava, J. 1999. Creating adaptive web sites through usage-based clustering of urls. In IEEE Knowledge and Data Engineering Workshop (KDEX'99), Nov. 1999."},{"key":"388235_CR19","doi-asserted-by":"crossref","first-page":"8","DOI":"10.1145\/345124.345169","volume":"43","author":"B. Mobasher","year":"2000","unstructured":"Mobasher, B., Cooley, R., and Srivastava, J. 2000. Automatic personalization based on Web usage mining. Communications of the ACM, 43:8.","journal-title":"Communications of the ACM"},{"key":"388235_CR20","unstructured":"Nasraoui, O., Frigui, H., Joshi, A., and Krishnapuram, R. 1999. Mining web access logs using relational competitive fuzzy clustering. In Proceedings of the Eight International Fuzzy Systems Association World Congress, Aug. 1999."},{"key":"388235_CR21","unstructured":"O'Conner, M. and Herlocker, J. 1999. Clustering items for collaborative filtering. In Proceedings of the ACM SIGIR Workshop on Recommender Systems, Berkeley, CA."},{"key":"388235_CR22","unstructured":"Perkowitz, M. and Etzioni, O. 1998. Adaptive Web sites: Automatically synthesizing web pages. In Proceedings of Fifteenth National Conference on Artificial Intelligence, Madison, WI."},{"key":"388235_CR23","doi-asserted-by":"crossref","unstructured":"Sarwar, B.M., Karypis, G., Konstan, J., and Riedl, J. 2000. Analysis of recommender algorithms for e-commerce. In Proceedings of the 2nd ACM E-Commerce Conference (EC'00), Minneapolis, Oct. 2000.","DOI":"10.1145\/352871.352887"},{"key":"388235_CR24","doi-asserted-by":"crossref","unstructured":"Schechter, S., Krishnan, M., and Smith, M.D. 1998. Using path profiles to predict http requests. In Proc. 7th International World Wide Web Conference, Brisbane, Australia, April 1998.","DOI":"10.1016\/S0169-7552(98)00106-8"},{"key":"388235_CR25","unstructured":"Shahabi, C., Zarkesh, A., Adibi, J., and Shah, V. 1997. Knowledge discovery from users web-page navigation. In Proceedings of Workshop on Research Issues in Data Engineering, Birmingham, England."},{"key":"388235_CR26","doi-asserted-by":"crossref","unstructured":"Shardanand, U. and Maes, P. 1995. Social information filtering: Algorithms for automating \u201cword of mouth.\u201d In Proceedings of the ACM CHI Conference (CHI95).","DOI":"10.1145\/223904.223931"},{"key":"388235_CR27","unstructured":"Spiliopoulou, M. and Faulstich L.C. 1999. WUM: A web utilization miner. In Proceedings of EDBT Workshop WebDB98, Valencia, Spain, Springer Verlag, LNCS, Vol. 1590."},{"key":"388235_CR28","doi-asserted-by":"crossref","unstructured":"Spiliopoulou, M., Pohle, C., and Faulstich, L.C. 1999. Improving the effectiveness of a web site with web usage mining. In Proceedings of the Workshop on Web Usage Analysis and User Profiling (WebKKD99), San Diego, Aug. 1999.","DOI":"10.1007\/3-540-44934-5_9"},{"key":"388235_CR29","doi-asserted-by":"crossref","first-page":"2","DOI":"10.1145\/846183.846188","volume":"1","author":"J. Srivastava","year":"2000","unstructured":"Srivastava, J., Cooley, R., Deshpande, M., and Tan, P.-T. 2000. Web usage mining: Discovery and applications of usage patterns from Web data. SIGKDD Explorations, 1:2.","journal-title":"SIGKDD Explorations"},{"key":"388235_CR30","unstructured":"Yan, T., Jacobsen, M., Garcia-Molina, H., and Dayal, U. 1996. From user access patterns to dynamic hypertext linking. In Proceedings of the 5th International World Wide Web Conference, Paris, France."},{"key":"388235_CR31","unstructured":"Yu, P.S. 1999. Data mining and personalization technologies. In Proceedings of the Int'l Conference on Database Systems for Advanced Applications (DASFAA99), Hsinchu, Taiwan, April 1999."},{"key":"388235_CR32","doi-asserted-by":"crossref","unstructured":"Zaiane, O.R., Xin, M., and Han, J. 1998. Discovering web access patterns and trends by applying OLAP and data mining technology on web logs. In Advances in Digital Libraries, Santa Barbara, pp. 19\u201329.","DOI":"10.1109\/ADL.1998.670376"}],"container-title":["Data Mining and Knowledge Discovery"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1023\/A:1013232803866.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1023\/A:1013232803866\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1023\/A:1013232803866.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,14]],"date-time":"2025-07-14T03:01:53Z","timestamp":1752462113000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1023\/A:1013232803866"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2002,1]]},"references-count":32,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2002,1]]}},"alternative-id":["388235"],"URL":"https:\/\/doi.org\/10.1023\/a:1013232803866","relation":{},"ISSN":["1384-5810","1573-756X"],"issn-type":[{"value":"1384-5810","type":"print"},{"value":"1573-756X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2002,1]]}}}