Educational Web Mining using Weka
Citation
V S Kumbhar, K S Oza"Educational Web Mining using Weka", International Journal of Engineering Trends and Technology (IJETT), V26(3),128-131 August 2015. ISSN:2231-5381. www.ijettjournal.org. published by seventh sense research group
Abstract
In this digital era almost every domain is
overloaded with voluminous data. This voluminous
data need to be processed to get some interesting
patterns. Proposed work deals with education domain.
Here educational websites data is collected for
analysis using site analyzer tool. Analysis is focused
on search engine compatibility of websites. There are
many parameters related to search engine
optimability but proposed work deals only with
website accessibility parameter. An open source data
mining tool Weka is used to cluster and then classify
the data. Class labels are identified as best, good and
average depending on website user friendliness.
References
[1] S. Balam, P. Ponmuthuramalingam, ?A Study of Various
Techniques of Web Content Mining Research Issues and
Tools, International Journal of Innovative Research &
Studies, Vol 2 Issue5, ISSN: 2319-9725, May-2013, PP 508-
517.
[2] Monika Yadav, Mr Pradip Mittal, ?Web Mining: An
Introduction, International Journal of Advanced Research in
Computer Science and Software Engineering, Vol.3, Issue 3,
ISSN: 2277 128X, March-2013, PP 683-687.
[3] Neeraj Raheja, V. K. Katiyar, ?Efficient Web Data
Extraction Using Clustering Approach in Web Usage
Mining, International Journal of Computer Science Issues,
Vol. 11, Issue 1, No.2, January, 2014, ISSN(Print):1694-
0814, ISSN(Online): 1694-0784, PP. 216 -225.
[4] Pallavi, Sunila Godara, ?A Comparative Performance
Analysis of Clustring Algorithms, International Journal of
Engineering Research and Applications, Vol 1, Issue 3, ISSN:
2248-9622, PP 441-445.
[5] Bharat Chaudhari, Manan Parikh, ?A Comparative Study of
Clustering algorithms using weka tools, International
Journal of Application or Innovation in Engineering and
Management, Volume 1, Ussue 2, October 2012, ISSN:
2319-4847, PP 154-158.
[6] Bhoj Raj Sharmaa and Aman Paula, ?Clustering Algorithms:
Study and Performance Evaluation Using Weka Tool,
International Journal of Current Engineering and Technology,
ISSN 2277 – 4106, Vo. 3, No.3, PP 1094-1098.
[7] Sonam Narwal and Mr. Kamaldeep Mintwal, ?Comparison
the Various Clustering and Classification Algorithms of
WEKA Tools?, International Journal of Advanced Research
in Computer Science and Software Engineering, Volume 3,
Issue 12, December 2013 ISSN: 2277 128X, PP 866-878.
[8] www.cs.waikato.ac.nz/ml/weka/
[9] www.site-analyzer.com/
Keywords
educational websites, site analyzer,
search engine, Weka.