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cs.SE2020
Can We Use SE-specific Sentiment Analysis Tools in a Cross-Platform Setting?
Nicole Novielli, Fabio Calefato, Davide Dongiovanni +2
In this paper, we address the problem of using sentiment analysis tools 'off-the-shelf,' that is when a gold standard is not available for retraining. We evaluate the performance o…
cs.SE2019
A Replication Study on Code Comprehension and Expertise using Lightweight Biometric Sensors
Davide Fucci, Daniela Girardi, Nicole Novielli +2
Code comprehension has been recently investigated from physiological and cognitive perspectives through the use of medical imaging. Floyd et al (i.e., the original study) used fMRI…
cs.SE2018
A Benchmark Study on Sentiment Analysis for Software Engineering Research
Nicole Novielli, Daniela Girardi, Filippo Lanubile
A recent research trend has emerged to identify developers' emotions, by applying sentiment analysis to the content of communication traces left in collaborative development enviro…