APPLIED ASPECTS OF COMPUTER SCIENCE
M. V. Petrov, A. M. Kashevnik Approach to Change of Human Resource Competence Assessment in Expert Networks
DATA PROCESSING AND ANALYSIS
CONTROL AND DECISION-MAKING
M. V. Petrov, A. M. Kashevnik Approach to Change of Human Resource Competence Assessment in Expert Networks
Abstract. 

Professional competencies are critical in the human resource and projects management. Expert networks include information about the organization's employees and their competencies. Project managers use this information used to assign performers to a particular project. If the team is chosen incorrectly, the results of the project will be unsuccessful. An important task in human resource management is to keep the assessment of the professional competencies up to date in expert networks. The approach presented in this paper addresses this challenge. The approach proposes to analyze the project implementation results and to increase or decrease the assessment of its participants’ competencies based on these results. The paper presents a conceptual model and an algorithm for changing the human resources competencies assessment.

Keywords: 

competence management, human resource management, changing competency assessment, expert networks, project management.

PP. 11-21.

DOI 10.14357/20718632210202
 
References

1. Chigrina, A.A., O.S. Volkov, K.A. Bagrationi, and A.G. Prilipko. 2019. Organizacionnaya determinaciya gruppovoj osoznannosti chlenov komand IT proektov [Organizational Determination of the Collective Mindfulness of It Projects' Team Members]. Informacionnye tekhnologii I I vichslitel’nye sistemy [Journal of Information Technologies and Computing Systems]. 2:62-74 doi:10.14357/20718632190207.
2. Zaouga, W., L.B.A. Rabai, and W.R. Alalyani. 2019. Towards an Ontology Based-Approach for Human Resource Management. Procedia Computer Science. 151:417-424 doi:10.1016/j.procs.2019.04.057.
3. Bohlouli, M., N. Mittas, G. Kakarontzas, T. Theodosiou, L. Angelis, and M. Fathi. 2017. Competence assessment as an expert system for human resource management: A mathematical approach. Expert Systems with Applications. 70:83-102 doi:10.1016/j.eswa.2016.10.046.
4. Smirnov, A., A. Kashevnik, S. Balandin, O. Baraniuc, and V. Parfenov. 2016. Competency Management System for Technopark Residents: Smart Space-Based Approach. Internet of Things, Smart Spaces, and Next Generation Networks and Systems. 9870:15–24 doi:10.1007/978-3-319-46301-8_2.
5. Stepanenko, V., and A. Kashevnik. 2017. Competence Management Systems in Organisations: a Literature Review. Proceedings of the 20th Conference of Open Innovations Association FRUCT. 427–433.
6. Smirnov, A., A. Kashevnik, M. Petrov, N. Shilov, T. Schäfer, T. Jung, D. Barsch-Harjau, and G. Peter. 2019. Competence-Based Language Expert Network for Translation Business Process Management. Proceedings of the 25th Conference of Open Innovations Association FRUCT. 279–284.
7. Stepanenko, V.A., A.M. Kashevnik, and A.V. Gurtov. 2018. Kontekstno-orientirovannoe upravlenie kompetenciyami v ekspertnyh setyah [Context-Oriented Competence Management in Expert Networks]. Trudy SPIIRAN [SPIIRAS Proceedings]. 4 (59):164–191.
8. "Petrov, M., A. Kashevnik, and V. Stepanenko. 2018. Competence-Based Method of Human Community Forming in Expert Network for Joint Task Solving. Digital Transformation and Global Society. 858:24-38 doi:10.1007/978-3-030-02843-5_3."
9. Petrov, M., and A. Kashevnik. 2018. Expert Group Formation for Task Performing: Competence-Based Method and Implementation. Proceedings of the 23rd Conference of Open Innovations Association FRUCT. P. 315–320 doi:10.23919/FRUCT.2018.8588099.
10. da Silva, F.P., H.M. JerГіnimo, and P.R. Vieira. 2019. Leadership competencies revisited: A causal configuration analysis of success in the requirements phase of information systems projects. Journal of Business Research. 101:688-696 doi:10.1016/j.jbusres.2019.01.025.
11. Loufrani-Fedida, S., and L. Saglietto. 2016. Mechanisms for Managing Competencies in Project-Based Organizations: An Integrative Multilevel Analysis. Long Range Planning. 49:72-89 doi:10.1016/j.lrp.2014.09.001.
12. Barao, A., J. Vasconcelos, A. Rocha, and R. Pereira. 2017. A knowledge management approach to capture organizational learning networks. International Journal of Information Management. 37:735-740 doi:10.1016/j.ijinfomgt.2017.07.013.
13. Bachtadze, N., V. Kulba, I. Nikulina, O. Zaikin, and A. Żylawski. 2019. Mathematical Model and Method of Analysis of the Personal and Group Competence to Complete the Project Task. IFAC-PapersOnLine. 52:469-474 doi:10.1016/j.ifacol.2019.11.105.
14. Altunin, A. 2014. Approaches to Study Competences of Employees of Scientific Medical Organizations: a Brief Literature Review. Social aspects of population health. 5:18.
15. Oh, M., and S. Choi. 2020. The Competence of Project Team Members and Success Factors with Open Innovation. Journal of Open Innovation: Technology, Market, and Complexity. 6:51 doi:10.3390/joitmc6030051.
16. Hussein, B. 2019. The influence of project characteristics on project success factors. Insights from 21 real life project cases from Norway. Procedia Computer Science. 164:350-357 doi:10.1016/j.procs.2019.12.193.
17. Cserháti, G., and L. Szabó. 2014. The relationship between success criteria and success factors in organisational event projects. International Journal of Project Management. 32:613-624 doi:10.1016/j.ijproman.2013.08.008.
18. Hussein, B., S. Ahmad, and Y. Zidane. 2015. Problems Associated with Defining Project Success. Procedia Computer Science. 64:940-947 doi:10.1016/j.procs.2015.08.611.
19. Saatci, E., and C. Ovaci. 2020. Innovation competencies of individuals as a driving skill sets of future works and impact of their personality traits. International Journal of Technological Learning, Innovation and Development. 12:27-44 doi:10.1504/IJTLID.2020.108637.
20. Cleveland, S., and M. Cleveland. 2020. Leadership Competencies for Sustained Project Success. International Journal of Applied Management Theory and Research (IJAMTR). 2:13 doi:10.4018/IJAMTR.2020010103.
21. Omar, M.N., and A.R. Fayek. 2016. Modeling and evaluating construction project competencies and their relationship to project performance. Automation in Construction. 69:115-130 doi:10.1016/j.autcon.2016.05.021.
 

2024 / 01
2023 / 04
2023 / 03
2023 / 02

© ФИЦ ИУ РАН 2008-2018. Создание сайта "РосИнтернет технологии".