Measurement of the Intensity of the Creative Works while RnD Projects are Carrying Out, on the Fuzzy Expert Model
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The article describes fuzzy logic approach and theory of complexity in term of work measurement for brain- creative work bound to research and development intensity to be estimated. The idea that the intensity of the creative- and brain-work can be estimated through its product complexity is put forward. It is suggested that new knowledge is a product of creative work and its complexity can be evaluated by expert linguistic rating. To turn linguistic rating of new knowledge novelty, competency and business capacity into numerical data fuzzy logic expert system, which enables linguistic assessment on the product of labor to be quantified, was developed. The relevance of this study follows from essential place of labor regulation for both economic vantage point, legal regulation and social fairness in HR-management. Reasonable labor standards for creative work not only enable productivity increasing, but also ensure fair salary and even staff loading by work pressure. The paper describes an approach to the complexity of creative work as research and development, in terms of the theory of complexity proven before for machinery, that is, based on the assessment of the complexity of the product of labor. Due to the fact that the product of creative, research, work is “new knowledge”, to assess their complexity was developed fuzzy expert model. It enables to quantify qualitative assessment of the product of creative or brain-work - “new knowledge” in terms of the necessary competencies to gain demanded gains, the prospects and novelty of the results of creative work. On the basis of the proposed approach, the dependence of labor intensity in terms of the duration of work on the complexity of the designed “product of labor” for research and development work was obtained. This dependence is a tool for assessing the time spent on the implementation of unique research and development projects which include “invisible” and undetectable brain-work. This determines the practical usage of this work’s results which could be used for the planning of research and development works, the assessment of their complexity, duration and costs. This work is supported by the Kalashnikov Izhevsk State Technical University (Izhevsk, Russia) under grant 38.04.01/18GRA.
- © 2020, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - V P Koretskiy AU - R A Galiakhmetov PY - 2020 DA - 2020/03/17 TI - Measurement of the Intensity of the Creative Works while RnD Projects are Carrying Out, on the Fuzzy Expert Model BT - Proceedings of the International Scientific Conference "Far East Con" (ISCFEC 2020) PB - Atlantis Press SP - 733 EP - 742 SN - 2352-5428 UR - https://doi.org/10.2991/aebmr.k.200312.104 DO - 10.2991/aebmr.k.200312.104 ID - Koretskiy2020 ER -