FUZZY MODELLING OF THE ACADEMIC STAFF ATTESTATION PROCESS

Milena Harieva Lambeva, Valentin Atanasov


Last modified: 13.04.2019

Abstract

A large class of real-world problems, arising in the administrative - organizational systems is connected with the attestation of the academic staff in accordance with predefined and linguistically described evaluation criteria. Such problems are solved in the circumstances of uncertainties of different types. The process of interpretation goes together with some ambiguity and inaccuracy due to the subjective interpretation of the criteria by experts. The Fuzzy Set theory provides a convenient apparatus for formalization and creation of new intelligent decision-making methods, based on analysis and processing of the expert knowledge. This paper offers a method of fuzzy modelling of the problem of scientific and pedagogical staff attestation which gives the possibility of an adequate interpretation of the attestation results. The method can be implemented programmatically and can be incorporated in the systems of education quality management.

Keywords


Artificial intelligence methods; attestation of the academic staff; fuzzy models

References


[1]     Борисова Е., “Оценка и аттестация персонала.“, Питер, 2002, ISBN 5-94723-388-6

[2]     Saint Petersburg State University, “Two-factor multi-criteria methodology of certification of scientific and pedagogical workers of St. Petersburg state University on the basis of indicators of efficiency of their research and educational activities based on their personal achievements. Report on the research work”. Available: https://docviewer.yandex.ru/view/0/?*=un9UldlP55D4gd6Mye1Yi5KMeqV7InVybCI6Imh0dHA6Ly9jc3Iuc3BidS5ydS93cC1jb250ZW50L3VwbG9hZHMvMjAxMi8wMy9yZXBvcnRfYXR0ZXN0YXRpb24uZG9jIiwidGl0bGUiOiJyZXBvcnRfYXR0ZXN0YXRpb24uZG9jIiwidWlkIjoiMCIsInl1IjoiOTM4NTg3OTAxMTQ4NjgzMTk0NiIsIm5vaWZyYW1lIjp0cnVlLCJ0cyI6MTQ5MjE1MDUwMDUxNH0%3D&lang=ru [Accessed: April 14, 2018]

[3]     Vasil Levski National Military University, “Rules for recruitment, development, assessment and certification of academic staff in the National Military University "Vasil Levski"”. Available: http://nvu.bg/sites/default/files/nmu_files/norm_baza/pravilnici_nvu/4-Prav_podb-ocen-razv-atestir-akadem-sastav.pdf [Accessed: April 14, 2018]

[4]     Dubois D., Grabisch M., Prade H., Smets P. Assessing the value of a candidate. Comparing belief functions and possibility theories. XVth Conf. Uncertainty in Artificial Intelligence, San Francisco, 1999

[5]     Dubois D., Grabisch M., Prade H., Smets P. Using the transferable belief model and a qualitative possibility theory approach on an illustrative example:the assessment of the value of a candidate. Available: http://iridia.ulb.ac.be/~psmets/SelCandiFusion.pdf [Accessed April 14, 2018]

[6]     Slavyanov K.O., An algorithm of fuzzy inference system for human resources selection tools, “Society. Integration. Education”, Proceedings of the International Scientific Conference. Volume V, Rezekne, May 25th-26th, 2018. 445-454, http://dx.doi.org/10.17770/sie2018vol1.3311

[7]     Заде Л. Понятие лингвистической переменной и ее применение к принятию приближенных решений. - М.: Мир, 1976

[8]     Нечеткие множества в системах управления. /Под ред. Ю.Н.Золотухина. Курс лекций в Новосибирском Государственном Университете, 2000

[9]     Василева М., Размити множества. Теория и практика. ЦВКБ-Троян, 2008., ISBN 978-954-9681-33-8