Related Work Literature Review

[jeanchilger]

The search strings used were:

• "Topic modeling comparative";
• "Topic modeling comparison";

The resulting papers was exterminated by title and abstract, those judged as relevant are listed below, separated by search engine. Titles with a ? represents paper potentially not important, and titles with a ! represents papers very relevant.

Google Scholar

"Topic modeling comparative"

• Using Topic Modeling Methods for Short-Text Data: A Comparative Analysis;
• Comparative text analytics via topic modeling in banking;
• Probabilistic Topic Modeling for Comparative Analysis of Document Collections ?;
• A Comparative Empirical Evaluation of Topic Modeling Techniques;
• Topic Modeling and Visualization for Big Data in Social Sciences ?;

"Topic modeling comparison"

• Task-Driven Comparison of Topic Models !;
• Open-Ended Versus Closed-Ended Responses: A Comparison Study Using Topic Modeling and Factor Analysis ?;
• A review of topic modeling methods;
• LSA & LDA Topic Modeling Classification: Comparison study on E-books;

"Topic modeling review"

• Topic Modeling: A Comprehensive Review;
• A review of topic modeling methods;

ResearchGate

IEEE Xplore

[jeanchilger]

• Incomplete list