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Application of the Choquet Integral: A Case Study on a Personnel Selection Problem

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  • Slaviša Dumnić

    (Faculty of Technical Sciences, University of Novi Sad, 21000 Novi Sad, Serbia)

  • Katarina Mostarac

    (Faculty of Transport and Traffic Sciences, University of Zagreb, 10000 Zagreb, Croatia)

  • Milena Ninović

    (Faculty of Technical Sciences, University of Novi Sad, 21000 Novi Sad, Serbia)

  • Bojan Jovanović

    (Faculty of Technical Sciences, University of Novi Sad, 21000 Novi Sad, Serbia)

  • Sandra Buhmiler

    (Faculty of Technical Sciences, University of Novi Sad, 21000 Novi Sad, Serbia)

Abstract

Personnel selection plays a decisive role in human resource management since it determines the input quality of personnel. One approach, fuzzy decision-making methods, has become popular in decision making for personnel selection, considering those methods provide a wide range of tools for dealing with uncertainty. Choquet integral is an aggregation operator, frequently used to unite interrelated information. Choquet integral, with respect to fuzzy, allows consideration of the phenomenon of dependence between criteria. In this paper, personnel selection was performed using the Choquet integral, based on a fuzzy measure. The problem of the evaluation of employees is performed with respect to the personal characteristics of the employees, task performance, employee–employee relationship approaches, and effectiveness of communication.

Suggested Citation

  • Slaviša Dumnić & Katarina Mostarac & Milena Ninović & Bojan Jovanović & Sandra Buhmiler, 2022. "Application of the Choquet Integral: A Case Study on a Personnel Selection Problem," Sustainability, MDPI, vol. 14(9), pages 1-39, April.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:9:p:5120-:d:800953
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    References listed on IDEAS

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    1. Alptekin Ulutaş & Gabrijela Popovic & Dragisa Stanujkic & Darjan Karabasevic & Edmundas Kazimieras Zavadskas & Zenonas Turskis, 2020. "A New Hybrid MCDM Model for Personnel Selection Based on a Novel Grey PIPRECIA and Grey OCRA Methods," Mathematics, MDPI, vol. 8(10), pages 1-14, October.
    2. Stanislaw Heilpern, 2002. "Using Choquet integral in economics," Statistical Papers, Springer, vol. 43(1), pages 53-73, January.
    3. Catherine Le Roux & Marius Pretorius, 2016. "Navigating Sustainability Embeddedness in Management Decision-Making," Sustainability, MDPI, vol. 8(5), pages 1-23, May.
    4. Grabisch, Michel, 1996. "The application of fuzzy integrals in multicriteria decision making," European Journal of Operational Research, Elsevier, vol. 89(3), pages 445-456, March.
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    Cited by:

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    2. Hamidreza Nasiri & Behzad Moshiri & Farshad Fatemi Ardestani, 2025. "Empirical implementation of extraction of decision-maker’s evaluation method in job candidates selection based on interpretable data mining tools," Operational Research, Springer, vol. 25(2), pages 1-36, June.

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