A HYBRID MODEL FOR DECISION-MAKING IN THE INFORMATION AND COMMUNICATIONS TECHNOLOGY SECTOR

被引:16
作者
Cid-Lopez, Andres [1 ]
Hornos, Miguel J. [1 ]
Alberto Carrasco, Ramon [2 ]
Herrera-Viedma, Enrique [3 ,4 ]
机构
[1] Univ Granada, Dept Software Engn, E-18071 Granada, Spain
[2] Univ Complutense Madrid, Dept Mkt & Market Res, Madrid 28015, Spain
[3] Univ Granada, Dept Comp Sci & Artificial Intelligence, E-18071 Granada, Spain
[4] King Abdulaziz Univ, Dept Elect & Comp Engn, Jeddah 21589, Saudi Arabia
关键词
Information and Communications Technology; multicriteria decision-making; 2-tuple linguistic computational model; computing with words; D81; D83; M15; L86; L96; LINGUISTIC COMPUTATIONAL MODEL; CONSENSUS MODEL; MCDM; SERVICE; ADVANTAGES; WORDS;
D O I
10.3846/20294913.2015.1056281
中图分类号
F [经济];
学科分类号
02 ;
摘要
The majority of businesses in the Information and Communications Technology (ICT) sector face decision-making problems on a daily basis. Most of these problems are based on contexts of uncertainty, where decisions are founded on qualitative information which may be imprecise or perception-based. In these cases, the information which is expressed by experts and users of evaluated services can be treated using processes of computing with words (CW). In this paper, we present a hybrid decision-making model especially designed for the ICT sector whereby the experts have the support of an intelligent system which provides information about the opinions of users related to those problems which are to be analysed. These opinions are obtained by using different mechanisms and techniques when users conduct business with the service provider. In addition, we employ a procedure for obtaining consensus between experts which enriches and strengthens the decision-making process.
引用
收藏
页码:720 / 737
页数:18
相关论文
共 36 条
[1]   A consistency-based procedure to estimate missing pairwise preference values [J].
Alonso, S. ;
Chiclana, F. ;
Herrera, F. ;
Herrera-Viedma, E. ;
Alcala-Fdez, J. ;
Porcel, C. .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2008, 23 (02) :155-175
[2]   A linguistic consensus model for Web 2.0 communities [J].
Alonso, S. ;
Perez, I. J. ;
Cabrerizo, F. J. ;
Herrera-Viedma, E. .
APPLIED SOFT COMPUTING, 2013, 13 (01) :149-157
[3]  
Bonissone PieroP., 1980, Proceedings of the 1980 Winter Simulation Conference, P99
[4]   Analyzing consensus approaches in fuzzy group decision making: advantages and drawbacks [J].
Cabrerizo, F. J. ;
Moreno, J. M. ;
Perez, I. J. ;
Herrera-Viedma, E. .
SOFT COMPUTING, 2010, 14 (05) :451-463
[5]   A CONSENSUS MODEL FOR GROUP DECISION MAKING PROBLEMS WITH UNBALANCED FUZZY LINGUISTIC INFORMATION [J].
Cabrerizo, F. J. ;
Alonso, S. ;
Herrera-Viedma, E. .
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2009, 8 (01) :109-131
[6]   A linguistic multicriteria decision-making model applied to hotel service quality evaluation from web data sources [J].
Carrasco, R. A. ;
Villar, P. ;
Hornos, M. J. ;
Herrera-Viedma, E. .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2012, 27 (07) :704-731
[7]   A Linguistic Multi-Criteria Decision Making Model Applied to the Integration of Education Questionnaires [J].
Carrasco, Ramon A. ;
Villar, Pedro ;
Hornos, Miguel J. ;
Herrera-Viedma, Enrique .
INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2011, 4 (05) :946-959
[8]  
Concha G., 2014, SERIE GESTION PUBLIC, V79
[9]   Formal and relational concept analysis for fuzzy-based automatic semantic annotation [J].
De Maio, C. ;
Fenza, G. ;
Gallo, M. ;
Loia, V. ;
Senatore, S. .
APPLIED INTELLIGENCE, 2014, 40 (01) :154-177
[10]   OWL-FC: an upper ontology for semantic modeling of Fuzzy Control [J].
De Maio, C. ;
Fenza, G. ;
Furno, D. ;
Loia, V. ;
Senatore, S. .
SOFT COMPUTING, 2012, 16 (07) :1153-1164