Methods and approaches of Complexity Theory and Fuzzy Logic for intensity of university research in terms of Creative Work to be estimated

IF 1.6 Q3 BUSINESS

Journal of Eastern European and Central Asian Research Pub Date : 2019-03-31 DOI:10.15549/JEECAR.V6I1.241

M. Galiakhmetova, V. Koretskiy, I. Mardanova, L. Józsa

引用次数: 3

Abstract

This article describes the main approaches to research in terms of creative labor regulation and time study. Definition of a creative labor and brain-work product as a subject of regulation and work intensity estimation was developed. The method for creative brain-work intensity estimation was based on complexity theory, which enables the evaluation of the complexity of creative brain-work results and time expenditure. Because of the appropriateness of linguistic expert assessments while labor intensive creative work is carried out, the methods and approaches of fuzzy logic were suggested to assess the Competence Complexity of the creative work product. Based on statistical and expert models, a regression was built to estimate time expenditure dependence of the creative brain-work expected outcomes on Competence Complexity. The resulting dependency allows the estimation of the time spent on the research project based on the estimation of the expected project results.

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复杂性理论与模糊逻辑在高校创造性工作研究强度评估中的方法与途径

本文从创造性劳动规制和时间研究两个方面阐述了创造性劳动规制的主要研究方法。将创造性劳动和脑力劳动产品定义为监管和劳动强度评估的主体。创造性脑力劳动强度估算方法基于复杂性理论，可以对创造性脑力劳动结果的复杂性和时间花费进行评估。针对劳动密集型创造性工作中语言专家评价的适宜性，提出了模糊逻辑评价创造性工作产品能力复杂度的方法和途径。基于统计模型和专家模型，建立回归模型，估计创造性脑力劳动预期结果的时间支出对能力复杂度的依赖关系。由此产生的依赖关系允许基于对预期项目结果的估计来估计花费在研究项目上的时间。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Journal of Eastern European and Central Asian Research Economics, Econometrics and Finance-Economics and Econometrics

CiteScore

2.50

自引率

43.80%

发文量

审稿时长

8 weeks

期刊介绍： Journal of Eastern European and Central Asian Research (JEECAR) is a multi-disciplinary journal related to the Eurasia regional economics, finance, management, marketing, international affairs, and other business-related disciplines. By Eastern Europe and Central Asia, the IEECA refers to Russia, Ukraine, Belarus, Moldova, Armenia, Azerbaijan, Estonia, Latvia, Lithuania, Poland, Slovakia, Hungary, Serbia, Montenegro, Bosnia and Herzegovina, Albania, Kosovo, Macedonia, and five post-Soviet Central Asian states: Kazakhstan, Kyrgyzstan, Tajikistan, Turkmenistan, and Uzbekistan. The JEECAR Journal is committed to the editorial principles of all aspects of publication ethics and publication malpractice as assigned by the Committee on Public Ethics. Any paper submitted to the journal must be original, previously unpublished, and currently not under consideration for publication elsewhere. All articles in the printed version of the journal are peer-reviewed. The review process is a double-blind process. Neither the authors nor the reviewers know who wrote or reviewed the article. Per standard practice, only the Editor assigned to handle a paper knows the identity of the authors and the reviewers.