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Web user session reconstruction using integer programming

  • Universidad de Chile

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

34 Scopus citations

Abstract

An important input for web usage mining is web user sessions that must be reconstructed from web logs (sessionization) when such sessions are not otherwise identified. We present a novel approach for sessionization based on an integer program. We compare results of our approach with the timeout heuristic on web logs from an academic web site. We find our integer program provides sessions that better match an expected empirical distribution with about half of the standard error of the heuristic.

Original languageEnglish
Title of host publicationProceedings - 2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008
PublisherIEEE Computer Society
Pages385-388
Number of pages4
ISBN (Print)9780769534961
DOIs
StatePublished - 2008
Event7th IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008 - Sydney, NSW, Australia
Duration: Dec 9 2008Dec 12 2008

Publication series

NameProceedings - 2008 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008
Volume1

Conference

Conference7th IEEE/WIC/ACM International Conference on Web Intelligence, WI 2008
Country/TerritoryAustralia
CitySydney, NSW
Period12/9/0812/12/08

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