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.
翻译:本文提出了人为情报(AI)管理研究依据理论。我们认为,这种嵌入专题建模的新颖而严格的方法将导致发现潜在的知识。我们用项目管理研究所出版的51个合作创新案例研究来说明这种绑架方法。介绍和讨论了初步结果,其中包括40个专题,6个类别,其中4个为核心类别,以及两个新的项目合作理论。