论文标题

将主题建模与基础理论相结合:项目协作的案例研究

Combining Topic Modeling with Grounded Theory: Case Studies of Project Collaboration

论文作者

Odacioglu, Eyyub Can, Zhang, Lihong, Allmendinger, Richard

论文摘要

本文提出了人工智能(AI)扎根的管理研究理论。我们认为,嵌入主题建模的这种新颖而严格的方法将导致找到潜在的知识。我们使用项目管理研究所(PMI)发布的51个协作创新案例研究来说明这种绑架方法。提出和讨论了初始结果,其中包括40个主题,6个类别,其中4个是核心类别以及两个项目协作的新理论。

This paper proposes an Artificial Intelligence (AI) Grounded Theory for management studies. We argue that this novel and rigorous approach that embeds topic modelling will lead to the latent knowledge to be found. We illustrate this abductive method using 51 case studies of collaborative innovation published by Project Management Institute (PMI). Initial results are presented and discussed that include 40 topics, 6 categories, 4 of which are core categories, and two new theories of project collaboration.

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