دانلود مقاله انگلیسی رایگان:رویکرد داده کاوی در ارزیابی کارآفرینی پایدار - 2020
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  • Data Mining Approach in Evaluation of Sustainable Entrepreneurship Data Mining Approach in Evaluation of Sustainable Entrepreneurship
    Data Mining Approach in Evaluation of Sustainable Entrepreneurship

    سال انتشار:

    2020


    عنوان انگلیسی مقاله:

    Data Mining Approach in Evaluation of Sustainable Entrepreneurship


    ترجمه فارسی عنوان مقاله:

    رویکرد داده کاوی در ارزیابی کارآفرینی پایدار


    منبع:

    Sciencedirect - Elsevier -


    نویسنده:

    Paula Bajdor


    چکیده انگلیسی:

    In recent years, the concept of sustainable entrepreneurship has gained importance as a result of the growing importance of social and environmental activities undertaken by enterprises. Currently, such activities are an integral part of the functioning of enterprises, and their connection with traditionally understood entrepreneurship has contributed to the broader implementation of the concept of sustainable entrepreneurship. Under this concept, enterprises pursue various goals that include three groups: economic, ecological and social goals, with the last two groups being the subject of the study of this article. The article aims to present the results of the survey, their analysis and interpretation. The study focused on searching for similarities between enterprises and identifying on this basis specific characteristic behavioral patterns. Due to a large number of objects and features in the data set, we used Orange Data Mining. An approach to the analysis of survey data using the clustering method and visualization in the form of tables and charts were proposed—the analysis aimed at isolating the characteristic attitudes of enterprises in the implementation of social and environmental goals. The obtained results indicate the directions for improving their strategies in implementing the assumptions of the concept of sustainable entrepreneurship.© 2020 The Authors. Published by Elsevier B.V.This is an open access article under the CC BY-NC-ND license (https://creativecommons.org/licenses/by-nc-nd/4.0)Peer-review under responsibility of the scientific committee of the KES International.* Corresponding author. Tel.: +0-000-000-0000 ; fax: +0-000-000-0000 .E-mail address: author@institute.xxx1877-0509 © 2020 The Authors. Published by Elsevier B.V.This is an open access article under the CC BY-NC-ND license (https://creativecommons.org/licenses/by-nc-nd/4.0) Peer-review under responsibility of the scientific committee of the KES International.10.1016/j.procs.2020.09.284
    Keywords: clustering analysis | data mining | economical goals | social | ecological | enterprise | sustainable entrepreneurship


    سطح: متوسط
    تعداد صفحات فایل pdf انگلیسی: 11
    حجم فایل: 1434 کیلوبایت

    قیمت: رایگان


    توضیحات اضافی:




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