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Personality Recognition in Source Code Working Note: Team BESUMich

Shanta Phani, Shibamouli Lahiri, Arindam Biswas
2016 Forum for Information Retrieval Evaluation  
In this paper, we describe the results of source code personality identification from Team BESUMich.  ...  Using leave-one-coder-out strategy, we obtained minimum RMSE on the test data for extroversion, and competitive results for other personality traits.  ...  The participants used content-based While all the above studies are important, and ground-breaking in some cases, we found none that looked into personality recognition from source code.  ... 
dblp:conf/fire/PhaniLB16 fatcat:fdqntqazynbs5oc5grlehrrfmm

PAN@FIRE: Overview of the PR-SOCO Track on Personality Recognition in SOurce COde [chapter]

Francisco Rangel, Fabio González, Felipe Restrepo, Manuel Montes, Paolo Rosso
2018 Lecture Notes in Computer Science  
After addressing at PAN@CLEF mainly age and gender identification, and also personality recognition in Twitter 1 , in this PAN@FIRE track on Personality Recognition from SOurce COde (PR-SOCO) we have addressed  ...  the problem of predicting author's personality traits from her source code.  ...  OVERVIEW OF THE SUBMITTED AP-PROACHES Eleven teams participated in the Personality Recognition in SOurce COde 4 shared task.  ... 
doi:10.1007/978-3-319-73606-8_1 fatcat:2kkuwe2zlvhknihgyypxlkci5y