ANALIZA ARTEFAKTA KOLABORATIVNOG RAZVOJA SOFTVERA PUTEM VELIKIH JEZIČKIH MODELA ZA UNAPREĐENJE TIMSKOG RADA

Halid Pašanović

doi:10.24867/33BE16Pasanovic

Electrotechnical and Computer Engineering

Vol. 40 No. 12 (2025): Proceedings of the Faculty of Technical Sciences

ANALYSIS OF COLLABORATIVE SOFTWARE-DEVELOPMENT ARTIFACTS USING LARGE LANGUAGE MODELS TO ENHANCE TEAMWORK.

Halid Pašanović

33BE16Pasanovic (Serbian)

DOI:: https://doi.org/10.24867/33BE16Pasanovic
Submitted: December 9, 2025
Published: 2026-02-18

Abstract

Team efficiency directly impacts organizational success, especially within software engineering contexts, where effective collaboration is critical. This paper comprehensively explores the use of Large Language Models (LLMs) as tools for analyzing and improving team dynamics, emphasizing the development of Shared Cognition. An experimental approach was employed to analyze various data sources, including sprint retrospectives, GitHub histories, and Trello activity logs, identifying team behavior patterns and proposing specific improvement strategies.

References

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[2] Factors that influence Teamwork – Julie V. Dinh and Eduardo Salas.
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[1] [1] Understanding and improving teamwork in organizations: A scientifically based practical guide – Eduardo Salas, Marissa L. Shuffler, Amanda L. Thayer, Wendy L. Bedwell, Elizabeth H. Lazzara.

[2] [2] Factors that influence Teamwork – Julie V. Dinh and Eduardo Salas.

[3] [3] Shared Mental Models: A Conceptual Analysis. Catholijn M. Jonker, M. Birna van Riemsdijk, Bas Vermeulen - https://www.researchgate.net/publication/221456658_Shared_Mental_Models_-_A_Conceptual_Analysis

[4] [4] Routines and transactive memory systems: Creating, coordinating, retaining, and transferring knowledge in organizations -https://www.sciencedirect.com/topics/psychology/transactive-memory#:~:text=A%20transactive%20memory%20system%20(TMS,information%20than%20they%20individually%20possess.

[5] [5] What are large language models (LLMs)? - https://www.techtarget.com/whatis/definition/large-language-model-LLM

[6] [6] Large Language Model - https://en.wikipedia.org/wiki/Large_language_model

[7] [7] Attention Is All You Need -https://arxiv.org/abs/1706.03762

[8] [8] Tannenbaum S., Salas E. (2021). Teams that work: The seven drivers of team effectiveness. Oxford University Press.