Selection and ranking of E-learning websites using weighted distance-based approximation

The propagation of the web applications as E-learning websites has produced new opportunities as well as new challenges for academic organizations and individuals who are either delivering or receiving an education. The E-learning websites has become more and more popular from the last few decades due to the great benefits provided by the concept of E-learning such as study at any time and any place. Now a day, a number of organizations have developed their website to deliver the skills and the knowledge in the field of education. The rapid increase in the use of E-learning leads to the problem of E-learning evaluation and selection. The evaluation of E-learning websites might be considered from the perspective of multi-criteria decision making (MCDM) problems. In this research, the problem of the E-learning websites evaluation and selection is modeled as a MCDM problem. Further, for the evaluation and selection of E-learning websites, weighted distance-based approximation (WDBA) method is proposed that has a number of significant advantages over the existing ones. To validate the proposed methodology, WDBA, a comparison with the existing methodology, namely technique for order preference by similarity to ideal solution is also provided.

[1]  Cristina Pop Evaluation of E-learning Platforms: a Case Study , 2012 .

[2]  H. Kunzi,et al.  Lectu re Notes in Economics and Mathematical Systems , 1975 .

[3]  Vikrant Gupta,et al.  Quality evaluation of a thermal power plant by graph-theoretical methodology , 2007 .

[4]  Kapil Sharma,et al.  Ranking of software engineering metrics by fuzzy‐based matrix methodology , 2013, Softw. Test. Verification Reliab..

[5]  Antonella Chifari,et al.  Ways and means for the integration of information technology for communication in school , 2001 .

[6]  Anongnart Srivihok,et al.  An evaluation model for e-learning Websites in Thailand University , 2005, Fifth IEEE International Conference on Advanced Learning Technologies (ICALT'05).

[7]  Kapil Sharma,et al.  Performance Analysis of Software Reliability Models using Matrix Method , 2010 .

[8]  Pisit Prougestaporn,et al.  Key Success Factors and Evaluation Criterias of e-Learning Websites for Higher Education , 2015 .

[9]  Kapil Sharma,et al.  Ranking and selection of commercial off-the-shelf using fuzzy distance based approach , 2015 .

[10]  Bozidar Klicek,et al.  A Comparison of Usability Evaluation Methods for e- Learning Systems , 2010 .

[11]  Souheil Khaddaj,et al.  The evaluation of software quality factors in very large information systems , 2004 .

[12]  Poh Yen Ng,et al.  E-Learning in Malaysia: Success Factors in Implementing E-Learning Program , 2008 .

[13]  Jay F. Nunamaker,et al.  A natural language approach to content-based video indexing and retrieval for interactive e-learning , 2004, IEEE Transactions on Multimedia.

[14]  Gwo-Jen Hwang,et al.  Developing multi-dimensional evaluation criteria for English learning websites with university students and professors , 2011, Comput. Educ..

[15]  Yi-Shun Wang,et al.  Multi-criteria evaluation of the web-based e-learning system: A methodology based on learner satisfaction and its applications , 2008, Comput. Educ..

[16]  Alla Anohina,et al.  Analysis of the terminology used in the field of virtual learning , 2005, J. Educ. Technol. Soc..

[17]  Ching-Lai Hwang,et al.  Multiple Attribute Decision Making: Methods and Applications - A State-of-the-Art Survey , 1981, Lecture Notes in Economics and Mathematical Systems.

[18]  Lúcia Blondet Baruque,et al.  Towards a framework for corporate e-learning evaluation , 2007, EATIS '07.

[19]  Antonella De Angeli,et al.  eLSE Methodology: a Systematic Approach to the e-Learning Systems Evaluation , 2006, J. Educ. Technol. Soc..

[20]  Luis Antonio Olsina Santos,et al.  Specifying Quality Characteristics and Attributes for E-Learning Sites , 2002 .

[21]  Anita Lee-Post e-Learning Success Model: An Information Systems Perspective. , 2009 .

[22]  Da Ruan,et al.  Evaluating e‐learning web site quality in a fuzzy environment , 2007, Int. J. Intell. Syst..

[23]  W C Richard Evaluating and Adopting e-Learning Platforms , 2013 .

[24]  Rusli Abdullah,et al.  A Technique for Quality Evaluation of E-Learning from Developers Perspective , 2011 .