CFP last date
20 May 2024
Reseach Article

Knowledge Extraction for Semantic Web using Web Mining with Ontology

by Dipali Panchal, Sharvari S. Govilkar
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 108 - Number 7
Year of Publication: 2014
Authors: Dipali Panchal, Sharvari S. Govilkar
10.5120/18922-0266

Dipali Panchal, Sharvari S. Govilkar . Knowledge Extraction for Semantic Web using Web Mining with Ontology. International Journal of Computer Applications. 108, 7 ( December 2014), 12-17. DOI=10.5120/18922-0266

@article{ 10.5120/18922-0266,
author = { Dipali Panchal, Sharvari S. Govilkar },
title = { Knowledge Extraction for Semantic Web using Web Mining with Ontology },
journal = { International Journal of Computer Applications },
issue_date = { December 2014 },
volume = { 108 },
number = { 7 },
month = { December },
year = { 2014 },
issn = { 0975-8887 },
pages = { 12-17 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume108/number7/18922-0266/ },
doi = { 10.5120/18922-0266 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:42:21.157977+05:30
%A Dipali Panchal
%A Sharvari S. Govilkar
%T Knowledge Extraction for Semantic Web using Web Mining with Ontology
%J International Journal of Computer Applications
%@ 0975-8887
%V 108
%N 7
%P 12-17
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Today, web is growing rapidly, the users get easily lost in the web's rich hyper structure. The primary goal of the web site owner is to provide the relevant information to the users to fulfill their needs. Web mining technique is used to categorize users and pages by analyzing users behavior, the content of pages and order of URLs accessed. This paper presents two web mining techniques namely, web content mining and web usage mining in the process of extracting conceptual relationships, and applying web structure mining process which focus on fully-structured form. Web structure mining has used in developing ontologies and help to retrieving process.

References
  1. Jayatilaka A. D. S and Wimalarathne G. D. S. P. 2011. Knowledge Extraction for Semantic Web Using Web Mining.
  2. Miguel Gomes da Costa and Júnior Zhiguo Gong. 2005. Web Structure Mining: An Introduction.
  3. T. Nithya. August 2013. Link Analysis Algorithm for Web Structure Mining.
  4. Gerd Stumme, Andreas Hotho. 2005. Web Usage Mining for and on the Semantic Web.
  5. Amita Verma, Ashwani kumar. January 2014. Performance Enhancement of K-Means Clustering Algorithms for High Dimensional Data sets.
  6. Tatyana. 2010. Ontology Learning and Management Capabilities. IVANOVA Technical University of Sofia, College of Energy and Electronics, Botevgrad Bulgaria.
  7. K. Sridevi1 and Dr. R. Umarani2. July – August 2012. A Survey of Semantic based Solutions to Web Mining. Department of Computer Science, Nehru Memorial College, Puthanampatti Trichy District, Tamilnadu, India,
  8. Ahmed Sultan Al-Hegam, Mohammed Salem Kaity . March 2014. An Ontology Framework based on Web Usage Mining. Sana'a University.
  9. RACHIT ADHVARYU. A Review Paper on Web Usage Mining and Pattern Discovery. Student M. E CSE, B. H. Gardi Vidyapith, Rajkot, Gujarat, India.
  10. V. Chitraa and Dr. Antony Selvdoss Davamani. 2010. A Survey on Preprocessing Methods for Web Usage Data. CMS College of Science and Commerce Coimbatore, Tamilnadu, India.
  11. Renáta Iváncsy, István Vajk. 2006. Frequent Pattern Mining in Web Log Data. Department of Automation and Applied Informatics.
Index Terms

Computer Science
Information Sciences

Keywords

Web mining web content mining web usage mining web structure mining ontology.