96 citations · 433 across the 13 of their papers we have counts for
6 papers · 1 filter
Using Experience Sampling to link Software Repositories with Emotions and Work Well-Being
Miikka Kuutila, Mika Mäntylä, Maëlick Claes +2
Background: The experience sampling method studies everyday experiences of humans in natural environments. In psychology it has been used to study the relationships between work we…
Measuring LDA Topic Stability from Clusters of Replicated Runs
Mika Mäntylä, Maëlick Claes, Umar Farooq
Background: Unstructured and textual data is increasing rapidly and Latent Dirichlet Allocation (LDA) topic modeling is a popular data analysis methods for it. Past work suggests t…
On the Use of Emoticons in Open Source Software Development
Maëlick Claes, Mika Mäntylä, Umar Farooq
Background: Using sentiment analysis to study software developers' behavior comes with challenges such as the presence of a large amount of technical discussion unlikely to express…
Towards Identifying Paid Open Source Developers - A Case Study with Mozilla Developers
Maëlick Claes, Mika Mäntylä, Miikka Kuutila +1
Open source development contains contributions from both hired and volunteer software developers. Identification of this status is important when we consider the transferability of…
Natural Language or Not (NLoN) - A Package for Software Engineering Text Analysis Pipeline
Mika V. Mäntylä, Fabio Calefato, Maelick Claes
The use of natural language processing (NLP) is gaining popularity in software engineering. In order to correctly perform NLP, we must pre-process the textual information to separa…
Do Programmers Work at Night or During the Weekend?
Maëlick Claes, Mika Mäntylä, Miikka Kuutila +1
Abnormal working hours can reduce work health, general well-being, and productivity, independent from a profession. To inform future approaches for automatic stress and overload de…