Examining Analytic Practices in Latent Dirichlet Allocation Within Psychological Science: Scoping Review

Examining Analytic Practices in Latent Dirichlet Allocation Within Psychological Science: Scoping Review

BackgroundTopic modeling approaches allow researchers to analyze and represent written texts. One of the commonly used approaches in psychology is latent Dirichlet allocation (LDA), which is used for rapidly synthesizing patterns of text within "big data," but outputs can be sensitive to d...

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Main Authors: Lauryn J Hagg (Author), Stephanie S Merkouris (Author), Gypsy A O'Dea (Author), Lauren M Francis (Author), Christopher J Greenwood (Author), Matthew Fuller-Tyszkiewicz (Author), Elizabeth M Westrupp (Author), Jacqui A Macdonald (Author), George J Youssef (Author)
Format: Book
Published: JMIR Publications, 2022-11-01T00:00:00Z.
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