LAUSR.org creates dashboard-style pages of related content for over 1.5 million academic articles. Sign Up to like articles & get recommendations!

Trust evaluation in virtual software development teams using BERT-based language models

Photo from wikipedia

Nowadays, people from different geographical areas can be closely related thanks to advances in information and  communication technologies. This has a greater impact in software development organizations where their members… Click to show full abstract

Nowadays, people from different geographical areas can be closely related thanks to advances in information and  communication technologies. This has a greater impact in software development organizations where their members form  virtual work teams. In these new co-located work scenarios, the construction of interpersonal trust is more complex and its  impact is very relevant in the performance of software development teams. This paper presents the results of the performanceevaluation of four pre-trained language models based on BERT applied to trust analysis tasks. For this work, a small dataset of 1453 comments obtained from software projects stored on Github was created. The evaluated language models achieved  moderately good values, in the order of 0.84 for the F1-score metric, which augurs that with further research they could be significantly improved. 

Keywords: software; development teams; software development; language models

Journal Title: Journal of Computer Science and Technology
Year Published: 2023

Link to full text (if available)


Share on Social Media:                               Sign Up to like & get
recommendations!

Related content

More Information              News              Social Media              Video              Recommended



                Click one of the above tabs to view related content.