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Warehousing and Mining Web Logs.

Karuna P. Joshi, Anupam Joshi, Yelena Yesha, Raghu Krishnapuram: Warehousing and Mining Web Logs. Workshop on Web Information and Data Management 1999: 63-68
@inproceedings{DBLP:conf/widm/JoshiJYK99,
  author    = {Karuna P. Joshi and
               Anupam Joshi and
               Yelena Yesha and
               Raghu Krishnapuram},
  editor    = {Cyrus Shahabi},
  title     = {Warehousing and Mining Web Logs},
  booktitle = {ACM CIKM'99 2nd Workshop on Web Information and Data Management
               (WIDM'99), Kansas City, Missouri, USA, November 5-6, 1999},
  publisher = {ACM},
  year      = {1999},
  pages     = {63-68},
  ee        = {db/conf/widm/JoshiJYK99.html, http://doi.acm.org/10.1145/319759.319792},
  crossref  = {DBLP:conf/widm/99},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}
BibTeX

Abstract

Analyzing Web Logs for usage and access trends can not only provide important information to web site developers and administrators, but also help in creating adaptive web sites. While there are many existing tools that generate fixed reports from web logs, they typically do not allow ad-hoc analysis queries. Moreover, such tools cannot discover hidden patterns of access embedded in the access logs. We describe a relational OLAP (ROLAP) approach for creating a web-log warehouse. This is populated both from web logs, as well as the results of mining web logs. We also present a web based ad-hoc tool for analytic queries on the warehouse. We discuss the design criteria that influenced our choice of dimensions, facts and data granularity, and present the results from analyzing and mining the logs.

Copyright © 1999 by the ACM, Inc., used by permission. Permission to make digital or hard copies is granted provided that copies are not made or distributed for profit or direct commercial advantage, and that copies show this notice on the first page or initial screen of a display along with the full citation.

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Cyrus Shahabi (Ed.): ACM CIKM'99 2nd Workshop on Web Information and Data Management (WIDM'99), Kansas City, Missouri, USA, November 5-6, 1999. ACM 1999
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