Measuring LDA Topic Stability from Clusters of Replicated Runs

1 code implementation • 24 Aug 2018 • Mika Mäntylä, Maëlick Claes, Umar Farooq

For the clusters, we try multiple stability metrics, out of which we recommend Rank-Biased Overlap, showing the stability of the topics inside the clusters.

Clustering

Bootstrapping a Lexicon for Emotional Arousal in Software Engineering

no code implementations • 27 Mar 2017 • Mika V. Mäntylä, Nicole Novielli, Filippo Lanubile, Maëlick Claes, Miikka Kuutila

Emotional arousal increases activation and performance but may also lead to burnout in software development.

Reviewing Literature on Time Pressure in Software Engineering and Related Professions - Computer Assisted Interdisciplinary Literature Review

3 code implementations • 13 Mar 2017 • Miikka Kuutila, Mika V. Mäntylä, Maëlick Claes, Marko Elovainio

During the past years, psychological diseases related to unhealthy work environments, such as burnouts, have drawn more and more public attention.

Software Engineering