On Improving Website Connectivity by Using Web-Log Data Streams

Edmond Hao Cun Wu, Michael Kwok Po Ng, Joshua Zhe Xue Huang

Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

3 Citations (Scopus)

Abstract

When people visit Websites, they desire to efficiently and exactly access the contents they are interested in without delay. However, due to the constant changes of site contents and user patterns, the access efficiency of Websites cannot be optimized, especially in peak hours. In this paper, we first address the problems of access efficiency in Websites during peak hours and then propose new measures to evaluate access efficiency. An efficient algorithm is introduced to detect user access patterns using Website topology and Web-log stream data. Adopting this method, we can online modify a Website topology so that the new topology can improve the Website connectivity to adapt current visitors' access patterns. A real sports Website is used to evaluate the effectiveness of our proposed method of accelerating user access to related contents. The results of the evaluation presented in this paper suggest that this method is feasible to online improve the connectivity of a Website intelligently.

Original languageEnglish
Title of host publicationDatabase Systems for Advanced Applications
Subtitle of host publication9th International Conference, DASFAA 2004, Jeju Island, Korea, March 17-19, 2003, Proceedings
EditorsYoonJoon Lee, Kyu-Young Whang, Jianzhong Li, Doheon Lee
PublisherSpringer Berlin Heidelberg
Pages352-364
Number of pages13
Edition1st
ISBN (Electronic)9783540245711
ISBN (Print)3540210474, 9783540210474
DOIs
Publication statusPublished - 12 Feb 2004
Event9th International Conference on Database Systems for Advanced Applications, DASFAA 2004 - Jeju Island, Korea, Republic of
Duration: 17 Mar 200319 Mar 2003
https://link.springer.com/book/10.1007/b95600

Publication series

NameLecture Notes in Computer Science
Volume2973
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349
NameDASFAA: International Conference on Database Systems for Advanced Applications

Conference

Conference9th International Conference on Database Systems for Advanced Applications, DASFAA 2004
Country/TerritoryKorea, Republic of
CityJeju Island
Period17/03/0319/03/03
Internet address

Scopus Subject Areas

  • Theoretical Computer Science
  • General Computer Science

User-Defined Keywords

  • Data Streams
  • Optimization
  • User Access Patterns
  • Website Topology

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