Knowledge Extraction for Semantic Web using Web Mining with Ontology
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10.5120/18922-0266 |
Dipali Panchal and Sharvari S Govilkar. Article: Knowledge Extraction for Semantic Web using Web Mining with Ontology. International Journal of Computer Applications 108(7):12-17, December 2014. Full text available. BibTeX
@article{key:article,
author = {Dipali Panchal and Sharvari S. Govilkar},
title = {Article: Knowledge Extraction for Semantic Web using Web Mining with Ontology},
journal = {International Journal of Computer Applications},
year = {2014},
volume = {108},
number = {7},
pages = {12-17},
month = {December},
note = {Full text available}
}
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
- Jayatilaka A. D. S and Wimalarathne G. D. S. P. 2011. Knowledge Extraction for Semantic Web Using Web Mining.
- Miguel Gomes da Costa and Júnior Zhiguo Gong. 2005. Web Structure Mining: An Introduction.
- T. Nithya. August 2013. Link Analysis Algorithm for Web Structure Mining.
- Gerd Stumme, Andreas Hotho. 2005. Web Usage Mining for and on the Semantic Web.
- Amita Verma, Ashwani kumar. January 2014. Performance Enhancement of K-Means Clustering Algorithms for High Dimensional Data sets.
- Tatyana. 2010. Ontology Learning and Management Capabilities. IVANOVA Technical University of Sofia, College of Energy and Electronics, Botevgrad Bulgaria.
- 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,
- Ahmed Sultan Al-Hegam, Mohammed Salem Kaity . March 2014. An Ontology Framework based on Web Usage Mining. Sana'a University.
- RACHIT ADHVARYU. A Review Paper on Web Usage Mining and Pattern Discovery. Student M. E CSE, B. H. Gardi Vidyapith, Rajkot, Gujarat, India.
- 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.
- Renáta Iváncsy, István Vajk. 2006. Frequent Pattern Mining in Web Log Data. Department of Automation and Applied Informatics.