Automatic classification of user access patterns on the web

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

Automatic classification of user access patterns on the web

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

^*المؤلف المقابل لهذا العمل

Chemistry

نتاج البحث: Paper › مراجعة النظراء

ملخص

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.

اللغة الأصلية	English
الصفحات	801-808
عدد الصفحات	8
حالة النشر	Published - 2003
الحدث	Proceedings of the International Conference on Internet Computing, IC'03 - Las Vegas, NV, United States المدة: يونيو ٢٣ ٢٠٠٣ → يونيو ٢٦ ٢٠٠٣

Other

Other	Proceedings of the International Conference on Internet Computing, IC'03
الدولة/الإقليم	United States
المدينة	Las Vegas, NV
المدة	٦/٢٣/٠٣ → ٦/٢٦/٠٣

ASJC Scopus subject areas

???subjectarea.asjc.1700.1705???

الملفات والروابط الأخرى

قم بذكر هذا

@conference{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",

pages = "801--808",

note = "Proceedings of the International Conference on Internet Computing, IC'03 ; Conference date: 23-06-2003 Through 26-06-2003",

}

TY - CONF

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 - Paper

AN - SCOPUS:1842428665

SP - 801

EP - 808

T2 - Proceedings of the International Conference on Internet Computing, IC'03

Y2 - 23 June 2003 through 26 June 2003

ER -

Automatic classification of user access patterns on the web

ملخص

Other

ASJC Scopus subject areas

الملفات والروابط الأخرى

بصمة

قم بذكر هذا