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Article type: Research Article
Authors: Yang, Guangfua; * | Xiao, Chunyunb
Affiliations: [a] Department of Education and Institute of Schooling Reform and Development, Faculty of Education, East China Normal University, Shanghai, China | [b] School of Computer Science and Technology, East China Normal University, Shanghai, China
Correspondence: [*] Corresponding author. Guangfu Yang, Department of Education and Institute of Schooling Reform and Development, Faculty of Education, East China Normal University, Shanghai, 200062, China. E-mail: [email protected].
Abstract: The employment of college graduates is related to the overall situation of China’s social development, and the difficulty of employment has become a social problem that cannot be ignored. Through the analysis of the current situation of employment, it is found that the lack of employment guidance in colleges and universities and the lack of employment concept of college students are important factors for the difficulty of college students’ employment, and college counselors play an irreplaceable role in college students’ career planning. Based on the characteristics of college counselors’ work, the paper constructs a career planning evaluation system, hoping to provide new ideas for counselors’ employment guidance. The college students’ career planning evaluation is a multiple attributes group decision making (MAGDM). Recently, the TODIM and GRA technique has been employed to manage MAGDM. The probabilistic hesitant fuzzy sets (PHFSs) are employed as a useful tool for depicting uncertain information during the college students’ career planning evaluation. In this paper, the probabilistic hesitant fuzzy TODIM-GRA (PHF-TODIM-GRA) technique is built to manage the MAGDM under PHFSs. At last, the numerical example for college students’ career planning evaluation is employed to show the PHF-TODIM-GRA technique. The main contribution of this paper is outlined: (1) the TODIM technique based on GRA technique has been extended to PHFSs based on CRITIC technique; (2) the CRITIC technique is employed to derive weight values under PHFSs. (3) the PHF-TODIM-GRA technique is founded to manage the MAGDM under PHFSs; (4) a numerical case study for college students’ career planning evaluation and some comparative analysis is supplied to validate the proposed PHF-TODIM-GRA technique.
Keywords: Multiple attributes group decision making (MAGDM), probabilistic hesitant fuzzy sets (PHFSs), TODIM technique, GRA technique, career planning evaluation
DOI: 10.3233/JIFS-232606
Journal: Journal of Intelligent & Fuzzy Systems, vol. 46, no. 3, pp. 5941-5956, 2024
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