Tan, P. N., and Kumar, V.: Discovery of the Web Robot Sessions Based on their Navigational Patterns, Data Mining and Knowledge Discovery, Vol. 6 (2002) 9-35 Home/Search Document Details and Download
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Evaluation of Recommender Algorithms for an Internet.. - Geyer-Schulz, Hahsler (2002) (Correct)
.... in addition to the evaluation of the data mining method evaluation of the data selection and preprocessing steps is important for Web usage mining ( 24, 17] Correctly observing user behavior on the Web requires automatically handling difficulties e.g. with filtering automatic Web robots [25], detecting sessions [7] path completion [8] For example, for evaluating session identification heuristics Cooley recommends comparing the results of log files with session identification with the results of analyzing the same log files stripped (see [8, pp. 118 123] Evaluation of ....
Pang-Nin Tan and Vipin Kumar. Discovery of web robot sessions based on their navigational patterns. Data Mining and Knowledge Discovery, 6:9--35, 2002.
Mining Association Patterns in Web Usage Data - Tan, Kumar (2002) Self-citation (Tan Kumar) (Correct)
....Apriori) on the Web transactions. Identi fying individual Web sessions from the Web server log can be quite a challenging task if client side tracking techniques (such as Java applets and cookies) are not available. We have proposed a robust session identification technique for Web server logs in [4]. Once the Web sessions have been created, transforming it into record based transaction format is a trivial task. However, before applying the standard association mining algorithm, one should be wary of superfluous sessions created by Web robots. Web robots are software programs that ....
P.N. Tan and V. Kumar, "Discovery of web robot sessions based on their navigational patterns," accepted for the special issue of the International Journal of Data Mining and Knowledge Discovery on Web Mining for E-commerce, 2001.
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Tan, P. N., and Kumar, V.: Discovery of the Web Robot Sessions Based on their Navigational Patterns, Data Mining and Knowledge Discovery, Vol. 6 (2002) 9-35
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P.-N. Tan and V. Kumar. Discovery of web robot sessions based on their navigational patterns. Data Mining and Knowledge Discovery, 6(1): 9--35, 2002.
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Pang-Ning Tan, Vipin Kumar, Discovery of Web Robot Sessions based on their Navigational Patterns, Data Mining and Knowledge Discovery, 6(1): 9-35 (2002) http://www-users.cs.umn.edu/~ptan/Papers/DMKD.ps.gz
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P. N. Tan and V. Kumar. Discovery of web robot sessions based on their navigational patterns. In Special Issue of the International Journal of Data Mining and Knowledge Discovery on Web Mining for E-commerce, 2001.
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Tan, P.N., Kumar, V.: Discovery of web robot sessions based on their navigational patterns. Data Mining and Knowledge Discovery 6 (2002) 9--35
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Tan, P., Kumar, V.: Discovery of web robots session based on their navigational patterns. Data Mining and Knowledge discovery (2001)
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