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Business model analytics: technically review business model research domain

机译：业务模型分析：从技术上审查业务模型研究领域

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Purpose - Although the business model field of study has been a focus of attention for both researchers and practitioners within the past two decades, it still suffers from concern about its identity. Accordingly, this paper aims to clarify the intellectual structure of business model through identifying the research clusters and their sub-clusters, the prominent relations and the dominant research trends. Design/methodology/approach - This paper uses some common text mining methods including co-word analysis, burst analysis, timeline analysis and topic modeling to analyze and mine the title, abstract and keywords of 14,081 research documents related to the domain of business model. Findings - The results revealed that the business model field of study consists of three main research areas including electronic business model, business model innovation and sustainable business model, each of which has some sub-areas and has been more evident in some particular industries. Additionally, from the time perspective, research issues in the domain of sustainable development are considered as the hot and emerging topics in this field. In addition, the results confirmed that information technology has been one of the most important drivers, influencing the appearance of different study topics in the various periods. Originality/value - The contribution of this study is to quantitatively uncover the dominant knowledge structure and prominent research trends in the business model field of study, considering a broad range of scholarly publications and using some promising and reliable text mining techniques.
机译：目的-尽管在过去的二十年中，商业模型研究领域一直是研究人员和从业人员的关注焦点，但仍然对其名称感到担忧。因此，本文旨在通过确定研究集群及其子集群，突出的关系和主导的研究趋势来阐明商业模式的知识结构。设计/方法/方法-本文使用一些常用的文本挖掘方法，包括共词分析，突发分析，时间轴分析和主题建模，以分析和挖掘与业务模型领域相关的14,081个研究文档的标题，摘要和关键字。调查结果-结果表明，商业模型研究领域包括三个主要研究领域，包括电子商务模型，商业模型创新和可持续商业模型，每个领域都有一些子领域，并且在某些特定行业中更为明显。此外，从时间角度来看，可持续发展领域的研究问题被视为该领域的热门话题。此外，结果证实，信息技术已成为最重要的驱动力之一，在不同时期影响着不同研究主题的出现。原创性/价值-这项研究的贡献在于，通过考虑广泛的学术出版物并使用一些有前途且可靠的文本挖掘技术，定量地揭示商业模型研究领域中的主导知识结构和突出的研究趋势。

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