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Combining Topic Modeling with Grounded Theory: Case Studies of Project Collaboration
June 28, 2022 Β· Declared Dead Β· π arXiv.org
"No code URL or promise found in abstract"
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Authors
Eyyub Can Odacioglu, Lihong Zhang, Richard Allmendinger
arXiv ID
2207.02212
Category
cs.HC: Human-Computer Interaction
Cross-listed
cs.IR
Citations
2
Venue
arXiv.org
Last Checked
4 months ago
Abstract
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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