A Fuzzy Analytical Hierarchy Process Application in Personnel Selection in IT Companies: A Case Study in a Spin-off Company

Personnel selection is a strategic decision in knowledge-intense enterprises. Choosing the right qualified labor is crucial for IT companies. While evaluating the possible candidates for required positions, many aspects should be considered, such as technical skills, individual skills, etc. Multi-criteria decision making methods give supportive solutions for problems involving multi-dimensional human judgment. Human decisions mostly exhibit gradual judgment, vagueness and imprecision. Fuzzy set theory is a fundamental tool to develop models with uncertainty and relativity. This study aims to build a fuzzy analytical hierarchy process method for personnel selection in IT companies. A case study in a spin-off IT company in Sakarya University, Technology Development Zone was conducted to acquire empirical evidence. Furthermore the proposed study provides a decision support system for human resource departments to relax personnel selection problem.

[1]  E. Ertugrul Karsak,et al.  A fuzzy MCDM approach for personnel selection , 2010, Expert Syst. Appl..

[2]  Metin Celik,et al.  Structuring fuzzy integrated multi-stages evaluation model on academic personnel recruitment in MET institutions , 2009, Expert Syst. Appl..

[3]  San-yang Liu,et al.  A GRA-based intuitionistic fuzzy multi-criteria group decision making method for personnel selection , 2011, Expert Syst. Appl..

[4]  Jindong Qin,et al.  An analytical solution to fuzzy TOPSIS and its application in personnel selection for knowledge-intensive enterprise , 2015, Appl. Soft Comput..

[5]  Serhat Burmaoglu,et al.  A fuzzy hybrid MCDM approach for professional selection , 2012, Expert Syst. Appl..

[6]  Andrew G. Glen,et al.  APPL , 2001 .

[7]  Reza Zanjirani Farahani,et al.  Fuzzy AHP to determine the relative weights of evaluation criteria and Fuzzy TOPSIS to rank the alternatives , 2010, Appl. Soft Comput..

[8]  Dimitris Askounis,et al.  A new TOPSIS-based multi-criteria approach to personnel selection , 2010, Expert Syst. Appl..

[9]  M. Z. Ahmad,et al.  Hamming Distance Method with Subjective and Objective Weights for Personnel Selection , 2014, TheScientificWorldJournal.

[10]  Alvydas Balezentis,et al.  Personnel selection based on computing with words and fuzzy MULTIMOORA , 2012, Expert Syst. Appl..

[11]  Hung-Tso Lin,et al.  Personnel selection using analytic network process and fuzzy data envelopment analysis approaches , 2010, Comput. Ind. Eng..

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

[13]  Saadettin Erhan Kesen,et al.  A fuzzy AHP approach to personnel selection problem , 2009, Appl. Soft Comput..

[14]  Dimitris Askounis,et al.  Support managers' selection using an extension of fuzzy TOPSIS , 2011, Expert Syst. Appl..

[15]  Metin Dagdeviren,et al.  A hybrid multi-criteria decision-making model for personnel selection in manufacturing systems , 2010, J. Intell. Manuf..