{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,8]],"date-time":"2025-10-08T22:29:25Z","timestamp":1759962565084},"reference-count":20,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2007,5,23]],"date-time":"2007-05-23T00:00:00Z","timestamp":1179878400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2007,9,7]]},"DOI":"10.1007\/s00500-007-0190-y","type":"journal-article","created":{"date-parts":[[2007,5,22]],"date-time":"2007-05-22T19:44:36Z","timestamp":1179863076000},"page":"157-163","source":"Crossref","is-referenced-by-count":10,"title":["Prediction of user navigation patterns by mining the temporal web usage evolution"],"prefix":"10.1007","volume":"12","author":[{"given":"Vincent S.","family":"Tseng","sequence":"first","affiliation":[]},{"given":"Kawuu Weicheng","family":"Lin","sequence":"additional","affiliation":[]},{"given":"Jeng-Chuan","family":"Chang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2007,5,23]]},"reference":[{"key":"190_CR1","doi-asserted-by":"crossref","unstructured":"Agrawal R, Srikant R (1995) Mining sequential patterns. In: Proceedings of the international conference on data engineering (ICDE), Taipei, Taiwan, March 1995","DOI":"10.1109\/ICDE.1995.380415"},{"key":"190_CR2","unstructured":"Borges J, Levene M (1999) Data mining of user navigation patterns. In: Proceedings of the workshop on web usage analysis and user profiling (WEBKDD\u201999), San Diego, CA, August 15, 1999, pp 31\u201336"},{"key":"190_CR3","unstructured":"Frias-Martinez E, Karamcheti V (2002) A prediction model for user access sequences. In: Proceedings of the WEBKDD workshop: web mining for usage patterns and user profiles, ACM SIGKDD international conference on knowledge discovery and data mining, July 2002"},{"key":"190_CR4","unstructured":"G\u00fcnd\u00fcz \u015e, \u00d6zsu MT (2003a) A user interest model for web page navigation. In: Proceedings of international workshop on data mining for actionable knowledge (DMAK), Seoul, Korea, April 2003, pp 46\u201357"},{"key":"190_CR5","doi-asserted-by":"crossref","unstructured":"G\u00fcnd\u00fcz \u015e, \u00d6zsu MT (2003b) A web page prediction model based on click-stream tree representation of user behavior. In: Proceedings of the ninth ACM international conference on knowledge discovery and data mining (KDD), Washington, DC, August 2003, pp 535\u2013540","DOI":"10.1145\/956750.956815"},{"issue":"2","key":"190_CR6","doi-asserted-by":"crossref","first-page":"193","DOI":"10.1016\/S0169-023X(02)00135-0","volume":"44","author":"Y Li","year":"2002","unstructured":"Li Y, Ning P, Wang XS, Jajodia S (2002) Discovering calendar-based temporal association rules. J Data Knowl Eng (DKE) 44(2): 193\u2013218","journal-title":"J Data Knowl Eng (DKE)"},{"key":"190_CR7","doi-asserted-by":"crossref","unstructured":"Liu B, Hsu W, Ma Y (2001) Discovering the set of fundamental rule changes. In: Proceedings of the ACM SIGKDD international conference on knowledge discovery and data mining (KDD-2001), San Francisco, CA, August 20\u201323, 2001","DOI":"10.1145\/502512.502561"},{"key":"190_CR8","doi-asserted-by":"crossref","unstructured":"Nanopoulos D, Katsaros, Manolopoulos Y (2003) A data mining algorithm for generalized web prefetching. IEEE Transactions on Knowledge and Data Engineering","DOI":"10.1109\/TKDE.2003.1232270"},{"key":"190_CR9","doi-asserted-by":"crossref","unstructured":"Nicholson E, Zukerman I, Albrech DW (1998) A decision-theoretic approach for pre-sending information on the WWW. In: Proceedings of the fifth Pacific Rim international conference on artificial intelligence, 1998, pp 575\u2013586","DOI":"10.1007\/BFb0095302"},{"key":"190_CR10","doi-asserted-by":"crossref","unstructured":"Padmanabhan V, Mogul J (1996) Using predictive prefetching to improve world wide web latency. ACM SIGCOMM Computer Comm Rev 26(3)","DOI":"10.1145\/235160.235164"},{"key":"190_CR11","unstructured":"Palpanas T, Mendelzon A (1999) Web prefetching using partial match prediction. In: Proceedings of the fourth web caching workshop (WCW \u201999), March 1999"},{"key":"190_CR12","volume-title":"Probability, random variables, and stochastic processes","author":"A Papoulis","year":"1991","unstructured":"Papoulis A (1991) Probability, random variables, and stochastic processes. McGraw Hill, New York"},{"key":"190_CR13","unstructured":"Pitkow J, Pirolli P (1999) Mining longest repeating subsequences to predict world wide web surfing. In: Proceedings of the USENIX symposium on Internet technologies and systems (USITS \u201999), October 1999"},{"key":"190_CR14","doi-asserted-by":"crossref","unstructured":"Srivastava J, Cooley R, Deshpande M, Tan P (2000) Web usage mining: discovery and applications of usage patterns from web data. In: SIGKDD Explorations, ACM SIGKDD, January 2000","DOI":"10.1145\/846183.846188"},{"key":"190_CR15","unstructured":"Su Z, Yang Q, Lu Y, Zhang H (2000) Whatnext: a prediction system for web requests using n-gram sequence models. In: Proceedings of the first international conference on web information systems and engineering conference, Hong Kong, June 2000, pp 200\u2013207"},{"key":"190_CR16","unstructured":"Tan P, Kumar V (2002) Mining association patterns in web usage data. In: Proceedings of the international conference on advances in infrastructure for e-business, e-education, e-science, and e-medicine on the Internet"},{"key":"190_CR17","doi-asserted-by":"crossref","unstructured":"Tan P, Kumar V, Srivastava J (2000) Indirect association: mining higher order dependencies. In: Proceedings of the fourth European conference on principles and practice of knowledge discovery in databases, Lyon, France, pp 632\u2013637","DOI":"10.1007\/3-540-45372-5_77"},{"key":"190_CR18","doi-asserted-by":"crossref","unstructured":"Wang W, Zaiane OR (2002) Clustering web sessions by sequence alignment. In: Proceedings of the third international workshop on management of information on the web in conjunction with 13th international conference on database and expert systems applications DEXA\u20192002, Aix en Provence, France, September 2\u20136, pp 394\u2013398","DOI":"10.1109\/DEXA.2002.1045928"},{"issue":"3","key":"190_CR19","doi-asserted-by":"crossref","first-page":"253","DOI":"10.1023\/B:DAMI.0000023675.04946.f1","volume":"8","author":"Q Yang","year":"2004","unstructured":"Yang Q, Li T, Wang K (2004) Building association rule based sequential classifiers for web document prediction. J Data Min Knowl Discov 8(3):253\u2013273","journal-title":"J Data Min Knowl Discov"},{"key":"190_CR20","unstructured":"Zukerman I, Albrecht DW, Nicholson AE (1999) Predicting user\u2019s request on the WWW. In: Proceedings of the seventh international conference on user modeling, 1999"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-007-0190-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00500-007-0190-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-007-0190-y","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,28]],"date-time":"2019-05-28T21:39:51Z","timestamp":1559079591000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00500-007-0190-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007,5,23]]},"references-count":20,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2007,9,7]]}},"alternative-id":["190"],"URL":"https:\/\/doi.org\/10.1007\/s00500-007-0190-y","relation":{},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"value":"1432-7643","type":"print"},{"value":"1433-7479","type":"electronic"}],"subject":[],"published":{"date-parts":[[2007,5,23]]}}}