Automatic classification of user access patterns on the web

H. A. Ramadhan, K. Shihab, J. Ali, H. Al-Lawati, Z. Al-Khanjri, S. Kutti

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper presents a framework for theme-based search engines. The framework mainly deals with automatically classifying user access patterns on the Web into general topics or themes by using data mining and distance based clustering techniques. The goal is to start with Proxy log files and end with themes that would describe user models, which in turn would be regarded as goals that could be given to future search agents or theme based search engines.

Original languageEnglish
Title of host publicationProceedings of the International Conference on Internet Computing
EditorsP. Langendoerfer, O. Droegehorn
Pages801-808
Number of pages8
Volume2
Publication statusPublished - 2003
EventProceedings of the International Conference on Internet Computing, IC'03 - Las Vegas, NV, United States
Duration: Jun 23 2003Jun 26 2003

Other

OtherProceedings of the International Conference on Internet Computing, IC'03
CountryUnited States
CityLas Vegas, NV
Period6/23/036/26/03

Fingerprint

Search engines
World Wide Web
Data mining

Keywords

  • Clustering
  • Search engines
  • Web data mining and knowledge discovery

ASJC Scopus subject areas

  • Computer Networks and Communications

Cite this

Ramadhan, H. A., Shihab, K., Ali, J., Al-Lawati, H., Al-Khanjri, Z., & Kutti, S. (2003). Automatic classification of user access patterns on the web. In P. Langendoerfer, & O. Droegehorn (Eds.), Proceedings of the International Conference on Internet Computing (Vol. 2, pp. 801-808)

Automatic classification of user access patterns on the web. / Ramadhan, H. A.; Shihab, K.; Ali, J.; Al-Lawati, H.; Al-Khanjri, Z.; Kutti, S.

Proceedings of the International Conference on Internet Computing. ed. / P. Langendoerfer; O. Droegehorn. Vol. 2 2003. p. 801-808.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ramadhan, HA, Shihab, K, Ali, J, Al-Lawati, H, Al-Khanjri, Z & Kutti, S 2003, Automatic classification of user access patterns on the web. in P Langendoerfer & O Droegehorn (eds), Proceedings of the International Conference on Internet Computing. vol. 2, pp. 801-808, Proceedings of the International Conference on Internet Computing, IC'03, Las Vegas, NV, United States, 6/23/03.
Ramadhan HA, Shihab K, Ali J, Al-Lawati H, Al-Khanjri Z, Kutti S. Automatic classification of user access patterns on the web. In Langendoerfer P, Droegehorn O, editors, Proceedings of the International Conference on Internet Computing. Vol. 2. 2003. p. 801-808
Ramadhan, H. A. ; Shihab, K. ; Ali, J. ; Al-Lawati, H. ; Al-Khanjri, Z. ; Kutti, S. / Automatic classification of user access patterns on the web. Proceedings of the International Conference on Internet Computing. editor / P. Langendoerfer ; O. Droegehorn. Vol. 2 2003. pp. 801-808
@inproceedings{ace5ea74549e4a80a77d29e065e0d7b3,
title = "Automatic classification of user access patterns on the web",
abstract = "This paper presents a framework for theme-based search engines. The framework mainly deals with automatically classifying user access patterns on the Web into general topics or themes by using data mining and distance based clustering techniques. The goal is to start with Proxy log files and end with themes that would describe user models, which in turn would be regarded as goals that could be given to future search agents or theme based search engines.",
keywords = "Clustering, Search engines, Web data mining and knowledge discovery",
author = "Ramadhan, {H. A.} and K. Shihab and J. Ali and H. Al-Lawati and Z. Al-Khanjri and S. Kutti",
year = "2003",
language = "English",
volume = "2",
pages = "801--808",
editor = "P. Langendoerfer and O. Droegehorn",
booktitle = "Proceedings of the International Conference on Internet Computing",

}

TY - GEN

T1 - Automatic classification of user access patterns on the web

AU - Ramadhan, H. A.

AU - Shihab, K.

AU - Ali, J.

AU - Al-Lawati, H.

AU - Al-Khanjri, Z.

AU - Kutti, S.

PY - 2003

Y1 - 2003

N2 - This paper presents a framework for theme-based search engines. The framework mainly deals with automatically classifying user access patterns on the Web into general topics or themes by using data mining and distance based clustering techniques. The goal is to start with Proxy log files and end with themes that would describe user models, which in turn would be regarded as goals that could be given to future search agents or theme based search engines.

AB - This paper presents a framework for theme-based search engines. The framework mainly deals with automatically classifying user access patterns on the Web into general topics or themes by using data mining and distance based clustering techniques. The goal is to start with Proxy log files and end with themes that would describe user models, which in turn would be regarded as goals that could be given to future search agents or theme based search engines.

KW - Clustering

KW - Search engines

KW - Web data mining and knowledge discovery

UR - http://www.scopus.com/inward/record.url?scp=1842428665&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=1842428665&partnerID=8YFLogxK

M3 - Conference contribution

VL - 2

SP - 801

EP - 808

BT - Proceedings of the International Conference on Internet Computing

A2 - Langendoerfer, P.

A2 - Droegehorn, O.

ER -