On 2013-06-19 00:01, Jeroen Roovers wrote: > - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - > David Garcia, Marcelo Serrano Zanetti and Frank Schweitzer > Chair of Systems Design – www.sg.ethz.ch – ETH Zurich > > > = Abstract > > We analyze the relation between the emotions and the activity of > contributors in the Open Source Software project Gentoo. Our case study > builds on extensive data sets from the project’s bug tracking platform > bugzilla, to quantify the activity of contributors, and its mail > archives, to quantify the emotions of contributors by means of > sentiment analysis. The Gentoo project is known for a considerable drop > in development performance after the sudden retirement of a central > contributor. We analyze how this event correlates with the negative > emotions, both in bilateral email discussions with the central > contributor, and at the level of the whole community of contributors. > We then extend our study to consider the activity patters on Gentoo > contributors in general. We find that contributors are more likely to > become inactive when they express strong positive or negative emotions > in the bug tracker, or when they deviate from the expected value of > emotions in the mailing list. We use these insights to develop a > Bayesian classifier that detects the risk of contributors leaving the > project. Our analysis opens new perspectives for measuring online > contributor motivation by means of sentiment analysis and for real-time > predictions of contributor turnover in Open Source Software projects. > - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - > > http://arxiv.org/abs/1306.3612 > > > Merry reading, > jer > So, there ya go. Start taking happy pills and be more positive and motivating! -- Mr. Aaron W. Swenson Gentoo Linux Developer Email : titanofold@gentoo.org GnuPG FP : 2C00 7719 4F85 FB07 A49C 0E31 5713 AA03 D1BB FDA0 GnuPG ID : D1BBFDA0