{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,19]],"date-time":"2025-03-19T09:55:00Z","timestamp":1742378100164},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540292449"},{"type":"electronic","value":"9783540316657"}],"license":[{"start":{"date-parts":[[2005,1,1]],"date-time":"2005-01-01T00:00:00Z","timestamp":1104537600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2005]]},"DOI":"10.1007\/11564126_9","type":"book-chapter","created":{"date-parts":[[2005,11,4]],"date-time":"2005-11-04T10:24:55Z","timestamp":1131099895000},"page":"34-45","source":"Crossref","is-referenced-by-count":14,"title":["Generating Dynamic Higher-Order Markov Models in Web Usage Mining"],"prefix":"10.1007","author":[{"given":"Jos\u00e9","family":"Borges","sequence":"first","affiliation":[]},{"given":"Mark","family":"Levene","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"9_CR1","unstructured":"Borges, J.: A data mining model to capture user web navigation patterns. PhD thesis, University College London, London University (2000)"},{"key":"9_CR2","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"92","DOI":"10.1007\/3-540-44934-5_6","volume-title":"Web Usage Analysis and User Profiling","author":"J. Borges","year":"2000","unstructured":"Borges, J., Levene, M.: Data mining of user navigation patterns. In: Masand, B., Spiliopoulou, M. (eds.) WebKDD 1999. LNCS (LNAI), vol.\u00a01836, pp. 92\u2013112. Springer, Heidelberg (2000)"},{"issue":"2","key":"9_CR3","doi-asserted-by":"publisher","first-page":"307","DOI":"10.1142\/S0219622004001021","volume":"3","author":"J. Borges","year":"2004","unstructured":"Borges, J., Levene, M.: An average linear time algorithm for web usage mining. Int. Jou. of Information Technology and Decision Making\u00a03(2), 307\u2013319 (2004)","journal-title":"Int. Jou. of Information Technology and Decision Making"},{"key":"9_CR4","unstructured":"Borges, J., Levene, M.: A dynamic clustering-based markov model for web usage mining. cs.IR\/0406032 (2004)"},{"key":"9_CR5","volume-title":"Statistical Language Learning","author":"E. Charniak","year":"1996","unstructured":"Charniak, E.: Statistical Language Learning. The MIT Press, Cambridge (1996)"},{"issue":"3","key":"9_CR6","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1109\/MC.2003.1185219","volume":"36","author":"X. Chen","year":"2003","unstructured":"Chen, X., Zhang, X.: A popularity-based prediction model for web prefetching. Computer\u00a036(3), 63\u201370 (2003)","journal-title":"Computer"},{"issue":"2","key":"9_CR7","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1145\/990301.990304","volume":"4","author":"M. Deshpande","year":"2004","unstructured":"Deshpande, M., Karypis, G.: Selective markov models for predicting web page accesses. ACM Transactions on Internet Technology\u00a04(2), 163\u2013184 (2004)","journal-title":"ACM Transactions on Internet Technology"},{"issue":"6","key":"9_CR8","doi-asserted-by":"publisher","first-page":"34","DOI":"10.1109\/MCISE.2002.1046594","volume":"4","author":"X. Dongshan","year":"2002","unstructured":"Dongshan, X., Junyi, S.: A new markov model for web access prediction. Computing in Science and Engineering\u00a04(6), 34\u201339 (2002)","journal-title":"Computing in Science and Engineering"},{"key":"9_CR9","doi-asserted-by":"publisher","first-page":"459","DOI":"10.1142\/S0219622003000768","volume":"2","author":"M. Levene","year":"2003","unstructured":"Levene, M., Loizou, G.: Computing the entropy of user navigation in the web. Int. Journal of Information Technology and Decision Making\u00a02, 459\u2013476 (2003)","journal-title":"Int. Journal of Information Technology and Decision Making"},{"key":"9_CR10","doi-asserted-by":"crossref","unstructured":"Mobasher, B.: Web usage mining and personalization. In: Singh, M.P. (ed.) Practical Handbook of Internet Computing. Chapman Hall & CRC Press (2004)","DOI":"10.1201\/9780203507223.ch15"},{"key":"9_CR11","doi-asserted-by":"publisher","first-page":"245","DOI":"10.1016\/S0004-3702(99)00098-3","volume":"118","author":"M. Perkowitz","year":"2000","unstructured":"Perkowitz, M., Etzioni, O.: Towards adaptive web sites: conceptual framework and case study. Artificial Intelligence\u00a0118, 245\u2013275 (2000)","journal-title":"Artificial Intelligence"},{"key":"9_CR12","unstructured":"Pitkow, J., Pirolli, P.: Mining longest repeating subsequences to predict world wide web surfing. In: Proc. of the 2nd Usenix Symposium on Internet Technologies and Systems, Colorado, USA, October 1999, pp. 139\u2013150 (1999)"},{"issue":"1-6","key":"9_CR13","doi-asserted-by":"publisher","first-page":"377","DOI":"10.1016\/S1389-1286(00)00044-X","volume":"33","author":"R.R. Sarukkai","year":"2000","unstructured":"Sarukkai, R.R.: Link prediction and path analysis using markov chains. Computer Networks\u00a033(1-6), 377\u2013386 (2000)","journal-title":"Computer Networks"},{"key":"9_CR14","doi-asserted-by":"publisher","first-page":"457","DOI":"10.1016\/S0169-7552(98)00106-8","volume":"30","author":"S. Schechter","year":"1998","unstructured":"Schechter, S., Krishnan, M., Smith, M.D.: Using path profiles to predict http requests. Computer Networks and ISDN Systems\u00a030, 457\u2013467 (1998)","journal-title":"Computer Networks and ISDN Systems"},{"key":"9_CR15","first-page":"171","volume":"15","author":"M. Spiliopoulou","year":"2003","unstructured":"Spiliopoulou, M., Mobasher, B., Berendt, B., Nakagawa, M.: A framework for the evaluation of session reconstruction heuristics in web usage analysis. IN-FORMS Journal on Computing\u00a0(15), 171\u2013190 (2003)","journal-title":"IN-FORMS Journal on Computing"},{"key":"9_CR16","doi-asserted-by":"crossref","unstructured":"Zhu, J., Hong, J., Hughes, J.G.: Using markov models for web site link prediction. In: Proc. of the 13th ACM Conf. on Hypertext and Hypermedia, June 2002, pp. 169\u2013170 (2002)","DOI":"10.1145\/513378.513381"}],"container-title":["Lecture Notes in Computer Science","Knowledge Discovery in Databases: PKDD 2005"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11564126_9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,19]],"date-time":"2019-05-19T17:39:55Z","timestamp":1558287595000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11564126_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2005]]},"ISBN":["9783540292449","9783540316657"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/11564126_9","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2005]]}}}