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  1. Proceedings of the 2nd international workshop on Web information and data management (WIDM '99)
  2. Warehousing and mining Web logs
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An efficient plan execution system for information management agents
Rapper: a wrapper generator with linguistic knowledge
An adaptive real-time Web search engine
Automatic migration of files into relational databases
Controlled access and dissemination of XML documents
Optimising Web queries using document type definitions
Selectively materializing data in mediators by analyzing source structure, query distribution and maintenance cost
Efficient spatial data transmission in Web-based GIS
Data mining and the Web: past, present and future
Mining the Web for acronyms using the duality of patterns and relations
INsite: introduction to a generic paradigm for interpreting user-Web space interaction
A Web text mining approach based on self-organizing map
Warehousing and mining Web logs

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Warehousing and mining Web logs

Content Provider ACM Digital Library
Author Krishnapuram, Raghu Joshi, Anupam Joshi, Karuna P. Yesha, Yelena
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.
Starting Page 63
Ending Page 68
Page Count 6
File Format PDF
ISBN 1581132212
DOI 10.1145/319759.319792
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 1999-11-01
Publisher Place New York
Access Restriction Subscribed
Subject Keyword User interface Web logs Web mining Clustering Ad hoc analysis
Content Type Text
Resource Type Article
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