237 citations · 668 across the 14 of their papers we have counts for
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cs.SE2016★ 237 cited
What is Wrong with Topic Modeling? (and How to Fix it Using Search-based Software Engineering)
Amritanshu Agrawal, Wei Fu, Tim Menzies
Context: Topic modeling finds human-readable structures in unstructured textual data. A widely used topic modeler is Latent Dirichlet allocation. When run on different datasets, LD…
cs.SE2016★ 40 cited
Finding Trends in Software Research
George Mathew, Amritanshu Agrawal, Tim Menzies
This paper explores the structure of research papers in software engineering. Using text mining, we study 35,391 software engineering (SE) papers from 34 leading SE venues over the…