An integrated fuzzy DEMATEL, TOPSIS, and ELECTRE approach for evaluating knowledge transfer effectiveness with reference to GSD project outcome

被引:71
作者
Sangaiah, Arun Kumar [1 ]
Gopal, Jagadeesh [2 ]
Basu, Anirban [3 ]
Subramaniam, Prabhakar Rontala [4 ]
机构
[1] VIT Univ, Sch Comp Sci & Engn, Vellore, Tamil Nadu, India
[2] VIT Univ, Sch Informat Technol & Engn, Vellore, Tamil Nadu, India
[3] East Point Coll Engn, Bangalore, Karnataka, India
[4] Univ KwaZulu Natal, Discipline Informat Syst & Technol, Pietermaritzburg, South Africa
关键词
Knowledge transfer (KT); Global software development (GSD); Decision Making Trial and Evaluation Laboratory Model (DEMATEL); Technique for Order Performance by Similarity to Ideal Solution (TOPSIS); Elimination Et Choix Traduisant la REaite (ELECTRE); HYBRID MCDM APPROACH;
D O I
10.1007/s00521-015-2040-7
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The offshore/onsite teams' knowledge transfer (KT) effectiveness is one of the key determinants for achieving the outcome of global software development (GSD) projects. In this study, the significance of offshore/onsite teams (GSD teams) KT effectiveness in GSD projects is measured through various factors: knowledge, team, technology, and organization factors. Moreover, the assessment framework for the integration of knowledge, team, technology, and organization factors for evaluating KT effectiveness in GSD projects has not been adequately available in the existing literature. For this motivation, the main objective of this study is to propose the assessment framework to evaluate offshore/onsite teams KT effectiveness with reference to GSD project outcome. For evaluating KT effectiveness of GSD teams, we have integrated three Fuzzy Multi-Criteria Decision Making (FMCDM) methodologies: (a) Fuzzy Decision Making Trial and Evaluation Laboratory Model (DEMATEL), (b) Technique for Order Performance by Similarity to Ideal Solution (TOPSIS) and (c) Elimination Et Choix Traduisant la REaite (ELECTRE). Further, the hybridization of fuzzy DEMATEL, TOPSIS, and ELECTRE has not available in the existing literature. Based on this research gap, we have integrated fuzzy DEMATEL, TOPSIS, and ELECTRE approach for evaluating KT effectiveness of offshore/onsite teams in the context of GSD project outcome. Subsequently, the applicability and capability of proposed framework has been validated by software experts at Inowits Software Organization in India.
引用
收藏
页码:111 / 123
页数:13
相关论文
共 22 条
[1]   Integrating fuzzy DEMATEL and fuzzy hierarchical TOPSIS methods for truck selection [J].
Baykasoglu, Adil ;
Kaplanoglu, Vahit ;
Durmusoglu, Zeynep D. U. ;
Sahin, Cenk .
EXPERT SYSTEMS WITH APPLICATIONS, 2013, 40 (03) :899-907
[2]   A novel hybrid MCDM approach based on fuzzy DEMATEL, fuzzy ANP and fuzzy TOPSIS to evaluate green suppliers [J].
Buyukozkan, Gulcin ;
Cifci, Gizem .
EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (03) :3000-3011
[3]   Using a novel conjunctive MCDM approach based on DEMATEL, fuzzy ANP, and TOPSIS as an innovation support system for Taiwanese higher education [J].
Chen, Jui-Kuei ;
Chen, I-Shuo .
EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (03) :1981-1990
[4]  
Gopal J, 2015, EMERGING ICT BRIDGIN, V1, P611
[5]  
Gopal J, 2015, WORLD APPL SCI J, V33, P14
[6]   Integration of fuzzy DEMATEL and FMCDM approach for evaluating knowledge transfer effectiveness with reference to GSD project outcome [J].
Gopal, Jagadeesh ;
Sangaiah, Arun Kumar ;
Basu, Anirban ;
Gao, Xiao Zhi .
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2018, 9 (02) :225-241
[7]   A fuzzy hybrid MCDM approach for professional selection [J].
Kabak, Mehmet ;
Burmaoglu, Serhat ;
Kazancoglu, Yigit .
EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (03) :3516-3525
[8]   An integrated fuzzy AHP-ELECTRE methodology for environmental impact assessment [J].
Kaya, Tolga ;
Kahraman, Cengiz .
EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (07) :8553-8562
[9]  
Kumar S., 2013, P PERVASIVE TECHNOLO
[10]  
Kumar S., 2012, INT REV COMPUT SOFTW, V7, P2159