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Using string-matching to analyze hypertext navigation

Published: 22 August 2006 Publication History

Abstract

A method of using string-matching to analyze hypertext navigation was developed, and evaluated using two weeks of website logfile data. The method is divided into phases that use: (i) exact string-matching to calculate subsequences of links that were repeated in different navigation sessions (common trails through the website), and then (ii) inexact matching to find other similar sessions (a community of users with a similar interest). The evaluation showed how subsequences could be used to understand the information pathways users chose to follow within a website, and that exact and inexact matching provided complementary ways of identifying information that may have been of interest to a whole community of users, but which was only found by a minority. This illustrates how string-matching could be used to improve the structure of hypertext collections.

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Cited By

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  • (2019)A web page usage prediction scheme using sequence indexing and clustering techniquesData & Knowledge Engineering10.1016/j.datak.2009.04.01069:4(371-382)Online publication date: 1-Jan-2019
  • (2007)A web-page usage prediction scheme using weighted suffix treesProceedings of the 14th international conference on String processing and information retrieval10.5555/1778666.1778688(242-253)Online publication date: 29-Oct-2007

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Published In

cover image ACM Conferences
HYPERTEXT '06: Proceedings of the seventeenth conference on Hypertext and hypermedia
August 2006
178 pages
ISBN:1595934170
DOI:10.1145/1149941
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 22 August 2006

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Author Tags

  1. analysis
  2. navigation
  3. string-matching

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HT06
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HT06: 17th Conference on Hypertext and Hypermedia
August 22 - 25, 2006
Odense, Denmark

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Overall Acceptance Rate 378 of 1,158 submissions, 33%

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View all
  • (2019)A web page usage prediction scheme using sequence indexing and clustering techniquesData & Knowledge Engineering10.1016/j.datak.2009.04.01069:4(371-382)Online publication date: 1-Jan-2019
  • (2007)A web-page usage prediction scheme using weighted suffix treesProceedings of the 14th international conference on String processing and information retrieval10.5555/1778666.1778688(242-253)Online publication date: 29-Oct-2007

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