New MCEQLS fuzzy AHP methodology for evaluating learning repositories: a tool for technological development of economy

AbstractThe paper aims to present a new methodology to evaluate the quality of features and functionality of learning object repositories (LORs). The quality of features and functionality of LORs is analysed in terms of engaging LOR users and content producers. Thus, it can be referred to as quality-in-use of LORs. This methodology consists of creation and consequent application of methods and the model for the quality-in-use of LORs. LOR The model of the quality-in-use of LORs is presented in this paper. The methodology for evaluating the quality-in-use of LORs is based on the general MCEQLS (Multiple Criteria Evaluation of the Quality of Learning Software) approach to evaluate the quality of learning software. The essential part of the novel methodology is the application of improved Fuzzy AHP method to establish criteria weights of the quality-in-use of LORs. It is shown that the created methodology is suitable and stable for evaluating the quality of LOR features and its functionality. A more detail p...

[1]  Edmundas Kazimieras Zavadskas,et al.  A new additive ratio assessment (ARAS) method in multicriteria decision‐making , 2010 .

[2]  David Wiley,et al.  Connecting learning objects to instructional design theory: A definition, a metaphor, and a taxonomy , 2000 .

[3]  D. Chang Applications of the extent analysis method on fuzzy AHP , 1996 .

[4]  Eugenijus Kurilovas,et al.  MCEQLS Approach in Multi-Criteria Evaluation of Quality of Learning Repositories , 2013 .

[5]  Albertas Caplinskas,et al.  Methodology to Evaluate the Functionality of Specification Languages , 2006, Informatica.

[6]  Edmundas Kazimieras Zavadskas,et al.  Robustness of MULTIMOORA: A Method for Multi-Objective Optimization , 2012, Informatica.

[7]  Shankar Chakraborty,et al.  Applications of WASPAS Method in Manufacturing Decision Making , 2014, Informatica.

[8]  Cleo Sgouropoulou,et al.  From Concept to Sharing, to Delivery: Modeling a Quality Controlled Lifecycle for Learning Resources within a Federation of Repositories , 2011, MTSR.

[9]  Eugenijus Kurilovas,et al.  New MCEQLS AHP method for evaluating quality of learning scenarios , 2013 .

[10]  E. Zavadskas,et al.  A complex proportional assessment method for group decision making in an interval-valued intuitionistic fuzzy environment , 2013 .

[11]  Thomas Zschocke,et al.  Assuring the Quality of Agricultural Learning Repositories: Issues for the Learning Object Metadata Creation Process of the CGIAR , 2009, MTSR.

[12]  Eugenijus Kurilovas,et al.  New MCEQLS TFN method for evaluating quality and reusability of learning objects , 2013 .

[13]  Theodor J. Stewart,et al.  Multiple criteria decision analysis - an integrated approach , 2001 .

[14]  Erkki Mäkinen,et al.  Educational Data Mining and Problem-Based Learning , 2014, Informatics Educ..

[15]  Theodor J. Stewart,et al.  Multiple Criteria Decision Analysis , 2001 .

[16]  Jaemu Lee,et al.  Development of an Intelligent Instruction System for Mathematical Computation , 2013, Informatics Educ..

[17]  Juan Manuel Dodero,et al.  Metrics-based evaluation of learning object reusability , 2011, Software Quality Journal.

[18]  Elena García Barriocanal,et al.  A semantic lifecycle approach to learning object repositories , 2005, Advanced Industrial Conference on Telecommunications/Service Assurance with Partial and Intermittent Resources Conference/E-Learning on Telecommunications Workshop (AICT/SAPIR/ELETE'05).

[19]  J. M. Pawlowski,et al.  User-oriented quality for OER: understanding teachers' views on re-use, quality, and trust , 2012, J. Comput. Assist. Learn..

[20]  Edmundas Kazimieras Zavadskas,et al.  A New Logarithmic Normalization Method in Games Theory , 2008, Informatica.

[21]  Abdellah Bennane,et al.  Adaptive Educational Software by Applying Reinforcement Learning , 2013, Informatics Educ..

[22]  T. Saaty How to Make a Decision: The Analytic Hierarchy Process , 1990 .

[23]  Eugenijus Kurilovas,et al.  Application of Multiple Criteria Decision Analysis and Optimisation Methods in Evaluation of Quality of Learning Objects , 2011, Int. J. Online Pedagog. Course Des..

[24]  Manouselis Nikos,et al.  Metadata quality in learning object repositories: a case study , 2014 .

[25]  Hsiu-Fen Lin,et al.  An application of fuzzy AHP for evaluating course website quality , 2010, Comput. Educ..

[26]  Edmundas Kazimieras Zavadskas,et al.  State of art surveys of overviews on MCDM/MADM methods , 2014 .

[27]  T. Saaty Relative measurement and its generalization in decision making why pairwise comparisons are central in mathematics for the measurement of intangible factors the analytic hierarchy/network process , 2008 .

[28]  Edmundas Kazimieras Zavadskas,et al.  Multi-attribute Assessment of Road Design Solutions by Using the COPRAS Method , 2007 .