Predicting the Evolution of Literature on Industrial Symbiosis Using Topic Modeling

Q4 Business, Management and Accounting

International Journal of Business and Management Science Pub Date : 2023-07-30 DOI:10.5539/ijbm.v18n5p1

A. Sorrentini, M. Valeri, Francesca Sorrentini, A. Russo

引用次数: 0

Abstract

The aim of this literature review is to suggest future research on industrial symbiosis. This study is based on the analysis of the latent topics related with the industrial symbiosis found in a collection of 611 scientific articles retrieved from Web of Science on 2022/3/11. Our research process applies the topic modelling technique, which allows the grouping of documents that discuss similar topics, even if these topics are not explicitly mentioned in the documents themselves The initial classification of the existing body of works made it possible to identify current trends and developments in the field and the most promising lines of future research. Specifically, we identified 12 themes, which we characterised with a short sentence rather than a single label. Among the 12 themes, we have highlighted those that are attracting increasing attention from scholars, while others are declining or remaining stable over time.

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用主题模型预测产业共生文献的演变

本文的目的是对工业共生的未来研究提出建议。本研究是基于对Web of Science于2012/22/3/11检索的611篇科学论文中与产业共生相关的潜在主题进行分析。我们的研究过程应用了主题建模技术，该技术允许对讨论类似主题的文件进行分组，即使这些主题在文件本身中没有明确提到。对现有作品的初步分类使得确定该领域的当前趋势和发展以及未来研究最有希望的方向成为可能。具体来说，我们确定了12个主题，我们用简短的句子而不是单一的标签来描述它们。在12个主题中，我们强调了那些越来越受到学者关注的主题，而其他主题则随着时间的推移而下降或保持稳定。

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

International Journal of Business and Management Science Business, Management and Accounting-Business and International Management

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发文量

期刊介绍： The International Journal of Business and Management Science (IJBMS) (Print: ISSN 1837-6614; Online: 1985-692X) is a double-blind peer-reviewed semiannual journal. Generally the journal publishes the articles that expand knowledge on business and management issues. Business Complexity and Performance Management were the two of the top ten problems IJBMS cover pageof 20th century management. In the 21st century, overcoming such problems seem to be challenging to educators and practitioners. Do educators and practitioners agree on which management skills are required for success in the 21st century? These all issues call for substantial research to achieve a very modern sustainable business era of the global economy. IJBMS intends to focus on the business and management issues with the vision of sustainable competitiveness along with scientific evidences. The quantitative approach for analyzing a research problem is promoted by IJBMS.