Clickstream Prediction Using Sequential Stream Mining Techniques with Markov Chains
Author:
Affiliation:
1. University of Manitoba, Winnipeg, MB, Canada
Funder
Natural Sciences and Engineering Research Council of Canada
Publisher
ACM Press
Reference15 articles.
1. R. Agrawal and R. Srikant. Mining sequential patterns. In Proceedings of the IEEE ICDE 1995, pp. 3--14.
2. J. Borges and M. Levene. Evaluating variable-length Markov chain models for analysis of user web navigation sessions. IEEE TKDE, 19(4):441--452, April 2007.
3. S. Dawar and V. Goyal. UP-Hist tree: an efficient data structure for mining high utility patterns from transaction databases. In Proceedings of the IDEAS 2015, pp. 56--61. ACM.
4. M. Deshpande and G. Karypis. Selective Markov models for predicting web-page accesses. ACM TOIT, 4(2), pp. 163--184.
5. T. Gueniche, P. Fournier-Viger, and V.S. Tseng. Compact prediction tree: a lossless model for accurate sequence prediction. In Proceedings of the ADMA 2013, Part II, pp. 177--188. Springer.
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