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An overview of blockchain research and future agenda: Insights from structural topic modeling
Journal of Innovation & Knowledge ( IF 15.6 ) Pub Date : 2024-11-09 , DOI: 10.1016/j.jik.2024.100605 Anuja Shukla, Poornima Jirli, Anubhav Mishra, Alok Kumar Singh
Journal of Innovation & Knowledge ( IF 15.6 ) Pub Date : 2024-11-09 , DOI: 10.1016/j.jik.2024.100605 Anuja Shukla, Poornima Jirli, Anubhav Mishra, Alok Kumar Singh
As a disruptive technology, blockchain has become a strategic priority for many businesses. A vast amount of research exists on blockchain's innovative nature and immense potential for multiple industries. This study aims to synthesize the existing research to classify the findings into various themes and propose avenues for further research. A total of 2,360 academic articles were analyzed using the text-mining method of structural topic modeling. The identified fifteen topics were mapped to the four quadrants of the Datatopia model, leading to the development of the Datatopia-blockchain (DBlock) framework. The results present future scenarios that provide an understanding of what is known about blockchain, its characteristics, and potential research areas. The contributions to the theory and implications to the practitioners are discussed in detail.
中文翻译:
区块链研究概述和未来议程:来自结构主题建模的见解
作为一项颠覆性技术,区块链已成为许多企业的战略重点。关于区块链的创新性质和多个行业的巨大潜力,存在大量研究。本研究旨在综合现有研究,将研究结果分为不同的主题,并为进一步研究提出途径。使用结构主题建模的文本挖掘方法分析了总共 2,360 篇学术文章。确定的 15 个主题被映射到 Datatopia 模型的四个象限,从而促进了 Datatopia 区块链 (DBlock) 框架的开发。结果提出了未来的情景,这些情景提供了对区块链的了解、其特征和潜在研究领域的理解。详细讨论了对理论的贡献和对从业者的影响。
更新日期:2024-11-09
中文翻译:
区块链研究概述和未来议程:来自结构主题建模的见解
作为一项颠覆性技术,区块链已成为许多企业的战略重点。关于区块链的创新性质和多个行业的巨大潜力,存在大量研究。本研究旨在综合现有研究,将研究结果分为不同的主题,并为进一步研究提出途径。使用结构主题建模的文本挖掘方法分析了总共 2,360 篇学术文章。确定的 15 个主题被映射到 Datatopia 模型的四个象限,从而促进了 Datatopia 区块链 (DBlock) 框架的开发。结果提出了未来的情景,这些情景提供了对区块链的了解、其特征和潜在研究领域的理解。详细讨论了对理论的贡献和对从业者的影响。