RPerf: Mining user reviews using topic modeling to assist performance testing: An industrial experience report

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Zehao Wang, Wei Liu, Jinfu Chen, Tse-Hsun Peter Chen

Published: 01 Jan 2025, Last Modified: 15 May 2025J. Syst. Softw. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•From user reviews, RPerf can analyze performance topics, KPIs, and usage scenarios.•RPerf achieves over 93% accuracy in identifying performance topics and KPIs.•RPerf extracts usage scenarios with over 80% accuracy.•Performance reports by RPerf aid testers in performance analysis using user reviews.

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