Algorithmic Intelligence in Research: Prevalent Topic Modeling Practices and Implications for Rigor in IS and Management Research.
Wendy GüntherMayur P. JoshiPublished in: ICIS (2020)
Keyphrases
- topic modeling
- topic models
- management practices
- latent dirichlet allocation
- artificial intelligence
- scientific articles
- text mining
- text classification
- modeling framework
- collaborative filtering
- information retrieval
- topic extraction
- pairwise
- generative model
- maximum likelihood
- probabilistic model
- text corpora
- hierarchical bayesian model
- pattern recognition
- neural network