Application of fuzzy logic in job satisfaction performance problem

被引:2
|
作者
Eyupoglu, Serife Z. [1 ]
Gardashova, Latafat A. [2 ]
Allahyerdiyev, Rashad A. [3 ]
Saner, T. [4 ]
机构
[1] Near Eeast Univ, Dept Business Adm, POB 99138, TR-10 North Cyprus, Mersin, Turkey
[2] Azerbaijan State Oil & Ind Univ, Dept Comp Engn, Azadlyg Ave 20, AZ-1009 Baku, Azerbaijan
[3] Azerbaijan State Oil & Ind Univ, BA Programs, Azadlyg Ave 20, AZ-1009 Baku, Azerbaijan
[4] Near East Univ, Sch Tourism & Hotel Management, POB 99138, TR-10 North Cyprus, Mersin, Turkey
来源
12TH INTERNATIONAL CONFERENCE ON APPLICATION OF FUZZY SYSTEMS AND SOFT COMPUTING, ICAFS 2016 | 2016年 / 102卷
关键词
job satisfaction; fuzzy logic; possibility measure; expert system; fuzzy inference; Minnesota Satisfaction Questionnaire; quality measure-degree of truth; fuzzy arithmetic mean;
D O I
10.1016/j.procs.2016.09.388
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Job satisfaction has been a popular topic of research for many decades. The interest in this topic has attracted psychologists, management scholars and, more recently, economists. Most of the studies conducted in the area of job satisfaction have been based on statistical methods. However these methods cannot account for the fact that basic facets of job satisfaction, such as Activity, Independence, Variety, Social status, and Supervision-human relations, to name but a few, are evaluated based on perceptions which do not provide precise numeric information. Information supported by perceptions can be processed more adequately by using fuzzy logic. In this paper we suggest fuzzy if-then rules based expert system to describe relations between job factors and overall job satisfaction. (C) 2016 The Authors. Published by Elsevier B.V.
引用
收藏
页码:190 / 197
页数:8
相关论文
共 50 条
  • [41] CUSTOMER SATISFACTION WITH SPORTS SERVICES: A FUZZY LOGIC APPROACH
    Martinez Garcia, Jose Antonio
    Martinez Caro, Laura
    REVISTA DE PSICOLOGIA DEL DEPORTE, 2010, 19 (01): : 41 - 58
  • [42] Job satisfaction among brazilian federal public servants: a multivariate application of the job satisfaction scale
    Cabral, Daniel Barbosa
    REVISTA ENIAC PESQUISA, 2023, 12 (01): : 160 - 182
  • [43] A QUANTITATIVE PERFORMANCE EVALUATION MODEL BASED ON A JOB SATISFACTION-PERFORMANCE MATRIX AND APPLICATION IN A MANUFACTURING COMPANY
    Aktepe, Adnan
    Ersoz, Suleyman
    INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING-THEORY APPLICATIONS AND PRACTICE, 2012, 19 (06): : 264 - 277
  • [44] Effects of satisfaction with communication on the relationship between individual-job congruence and job performance/satisfaction
    Goris, Jose R.
    JOURNAL OF MANAGEMENT DEVELOPMENT, 2007, 26 (08) : 737 - 752
  • [45] Application of fuzzy logic in the relationship between information and communication technologies and economic performance
    Acosta-Prado, Julio C.
    Lazo, Juan G.
    Tafur-Mendoza, Arnold A.
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 40 (02) : 1727 - 1737
  • [46] Enhancing the Performance of Vocational Education in the Digital Economy with the Application of Fuzzy Logic Algorithm
    Zhang, Xiaoyan
    Wang, Aiwen
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2024, 17 (01)
  • [47] Application of integrated fuzzy logic and neural networks to the performance prediction of axial compressors
    Gholamrezaei, M.
    Ghorbanian, K.
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART A-JOURNAL OF POWER AND ENERGY, 2015, 229 (08) : 928 - 947
  • [48] Application of Fuzzy Logic in Modern Landfills
    Abdallah, Mohamed
    Petriu, Emil
    Kennedy, Kevin
    Narbaitz, Roberto
    Warith, Mostafa
    2011 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE FOR MEASUREMENT SYSTEMS AND APPLICATIONS (CIMSA), 2011, : 23 - 28
  • [49] APPLICATION OF FUZZY LOGIC IN BOILER CONTROL
    Galzina, Vjekoslav
    Saric, Tomislav
    Lujic, Roberto
    TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2008, 15 (04): : 15 - 21
  • [50] A FUZZY LOGIC APPLICATION IN VIRTUAL EDUCATION
    Moreira, Thiago Drummond
    Soares Machado, Maria Augusta
    INDEPENDENT JOURNAL OF MANAGEMENT & PRODUCTION, 2015, 6 (02): : 362 - 377