Web Mining - The Ontology Approach

The World Wide Web today provides users access to extremely large number of Web sites many of which contain information of education and commercial values. Due to the unstructured and semi-structured nature of Web pages and the design idiosyncrasy of Web sites, it is a challenging task to develop di...

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Main Authors: LIM, Ee Peng, SUN, Aixin
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2005
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Online Access:https://ink.library.smu.edu.sg/sis_research/900
https://ink.library.smu.edu.sg/context/sis_research/article/1899/viewcontent/259dad5dc20942eb6b829b236c6cc2869b14.pdf
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Institution: Singapore Management University
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spelling sg-smu-ink.sis_research-18992018-06-25T07:26:34Z Web Mining - The Ontology Approach LIM, Ee Peng SUN, Aixin The World Wide Web today provides users access to extremely large number of Web sites many of which contain information of education and commercial values. Due to the unstructured and semi-structured nature of Web pages and the design idiosyncrasy of Web sites, it is a challenging task to develop digital libraries for organizing and managing digital content from the Web. Web mining research, in its last 10 years, has on the other hand made significant progress in categorizing and extracting content from the Web. In this paper, we represent ontology as a set of concepts and their inter-relationships relevant to some knowledge domain. The knowledge provided by ontology is extremely useful in defining the structure and scope for mining Web content. We will therefore review Web mining and describe the ontology approach to Web mining. The application of these Web mining techniques to digital library systems will also be discussed. 2005-08-01T07:00:00Z text application/pdf https://ink.library.smu.edu.sg/sis_research/900 https://ink.library.smu.edu.sg/context/sis_research/article/1899/viewcontent/259dad5dc20942eb6b829b236c6cc2869b14.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University Databases and Information Systems Numerical Analysis and Scientific Computing
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic Databases and Information Systems
Numerical Analysis and Scientific Computing
spellingShingle Databases and Information Systems
Numerical Analysis and Scientific Computing
LIM, Ee Peng
SUN, Aixin
Web Mining - The Ontology Approach
description The World Wide Web today provides users access to extremely large number of Web sites many of which contain information of education and commercial values. Due to the unstructured and semi-structured nature of Web pages and the design idiosyncrasy of Web sites, it is a challenging task to develop digital libraries for organizing and managing digital content from the Web. Web mining research, in its last 10 years, has on the other hand made significant progress in categorizing and extracting content from the Web. In this paper, we represent ontology as a set of concepts and their inter-relationships relevant to some knowledge domain. The knowledge provided by ontology is extremely useful in defining the structure and scope for mining Web content. We will therefore review Web mining and describe the ontology approach to Web mining. The application of these Web mining techniques to digital library systems will also be discussed.
format text
author LIM, Ee Peng
SUN, Aixin
author_facet LIM, Ee Peng
SUN, Aixin
author_sort LIM, Ee Peng
title Web Mining - The Ontology Approach
title_short Web Mining - The Ontology Approach
title_full Web Mining - The Ontology Approach
title_fullStr Web Mining - The Ontology Approach
title_full_unstemmed Web Mining - The Ontology Approach
title_sort web mining - the ontology approach
publisher Institutional Knowledge at Singapore Management University
publishDate 2005
url https://ink.library.smu.edu.sg/sis_research/900
https://ink.library.smu.edu.sg/context/sis_research/article/1899/viewcontent/259dad5dc20942eb6b829b236c6cc2869b14.pdf
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