Using Fuzzy AHP to manage Intellectual Capital assets: An application to the ICT service industry

被引:163
作者
Calabrese, Armando [1 ]
Costa, Roberta [1 ]
Menichini, Tamara [1 ]
机构
[1] Univ Roma Tor Vergata, Dept Enterprise Engn, I-00133 Rome, Italy
关键词
Benchmarking; Intellectual Capital; Fuzzy AHP; Multi-criteria decision making; Knowledge management; EXTENT ANALYSIS METHOD; PRIORITIZATION; PRODUCTIVITY; INNOVATION; INTERVAL; QUALITY;
D O I
10.1016/j.eswa.2012.12.081
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In today's competitive business environment, Intellectual Capital (IC) management is ever more recognized as a fundamental factor in gaining competitive advantage. Actually, most firms have only a vague idea of how to manage investments in IC and what they should obtain from these investments. As a result, many companies overlook to balance IC investments, overinvesting in some IC components and neglecting other ones. Following this lead, the aim of the paper is to assess the relative importance of IC components, with respect to their contribution to the company value creation, in order to obtain guidelines for IC management and investments. We propose a model for IC evaluation by integrating Fuzzy Logic and Analytic Hierarchy Process (AHP). This Fuzzy AHP approach allows to capture and foster IC dynamics: experts and managers are greatly supported by the use of linguistic variables in the evaluation process of the company intangible assets. Finally, the application of the Fuzzy AHP methodology to a group of ICT service companies is presented. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:3747 / 3755
页数:9
相关论文
共 49 条
[1]  
[Anonymous], 1996, EUR J OPER RES
[2]  
[Anonymous], 1991, Introduction to Fuzzy Arithmetic
[3]   Prioritization of human capital measurement indicators using fuzzy AHP [J].
Bozbura, F. Tunc ;
Beskese, Ahmet ;
Kahraman, Cengiz .
EXPERT SYSTEMS WITH APPLICATIONS, 2007, 32 (04) :1100-1112
[4]   FUZZY HIERARCHICAL ANALYSIS [J].
BUCKLEY, JJ .
FUZZY SETS AND SYSTEMS, 1985, 17 (03) :233-247
[5]  
Calabrese A., 2013, KNOWLEDGE PROCESS MA
[6]   Reframing the past: A new approach in service quality assessment [J].
Calabrese, Armando ;
Scoglio, Francesco .
TOTAL QUALITY MANAGEMENT & BUSINESS EXCELLENCE, 2012, 23 (11-12) :1329-1343
[7]   Service productivity and service quality: A necessary trade-off? [J].
Calabrese, Armando .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2012, 135 (02) :800-812
[8]  
Campisi D, 2012, WORLD ACAD SCI ENG T, V71, P134
[9]   Measuring knowledge creation in virtual teams through the social network analysis [J].
Capece, Guendalina ;
Costa, Roberta .
KNOWLEDGE MANAGEMENT RESEARCH & PRACTICE, 2009, 7 (04) :329-338
[10]   Knowledge assets value creation map - Assessing knowledge assets value drivers using AHP [J].
Carlucci, Daniela ;
Schiuma, Giovanni .
EXPERT SYSTEMS WITH APPLICATIONS, 2007, 32 (03) :814-821