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Abstract: In this paper, we explore a new data mining capability which involves mining path traversal patterns in a distributed information providing environment like world-wide-web. First, we convert the original sequence of log data into a set of maximal forward references and filter out the effect of some backward references which are mainly made for ease of traveling. Second, we derive algorithms to determine the frequent traversal patterns, i.e., large reference sequences, from the maximal forward... (Update)
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BibTeX entry: (Update)
M.-S. Chen, J.-S. Park, and P. S. Yu. Data Mining for Path Traversal Patterns in a Web Environment. Proceedings of the 16th International Conference on Distributed Computing Systems, pages 385--392, May 27-30 1996. http://citeseer.ist.psu.edu/article/chen96data.html More
@inproceedings{ chen96data,
author = "M. S. Chen and J. S. Park and P. S. Yu",
title = "Data mining for path traversal patterns in a web environment",
booktitle = "Sixteenth International Conference on Distributed Computing Systems",
pages = "385--392",
year = "1996",
url = "citeseer.ist.psu.edu/article/chen96data.html" }
Citations (may not include all citations):1359 Induction of Decision Trees (context) - Quinlan - 1986
921 Mining Association Rules between Sets of Items in Large Data.. - Agrawal, Imielinski et al. - 1993
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213 Discovery of Multiple-Level Association Rules from Large Dat.. - Han, Fu - 1995
208 Fast Algorithms for Mining Association Rules in Large Databa.. (context) - Agrawal, Srikant - 1994
205 Efficient Similarity Search in Sequence Databases - Agrawal, Faloutsos et al. - 1993
160 Knowledge Discovery in Databases (context) - Piatetsky-Shapiro, Analysis et al. - 1991
125 An Effective Hash Based Algorithm for Mining Association Rul.. - Park, Chen et al. - 1995
95 An Interval Classifier for Database Mining Applications - Agrawal, Ghosh et al. - 1992
88 Knowledge Discovery in Databases: An Attribute-Oriented Appr.. - Han, Cai et al. - 1992
51 Combinatorial Pattern Discovery for Scientific Data: Some Pr.. (context) - Wang, Chirn et al. - 1994
34 Efficient Parallel Data Mining for Association Rules (context) - Park, Chen et al. - 1995
24 Knowledge Mining by Imprecise Querying: A Classification-Bas.. (context) - Anwar, Beck et al. - 1992
4 The World Wide Web Unleashed (context) - December, Randall - 1994
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