DeepAI AI Chat
Log In Sign Up

Synergistic Team Composition

by   Ewa Andrejczuk, et al.

Effective teams are crucial for organisations, especially in environments that require teams to be constantly created and dismantled, such as software development, scientific experiments, crowd-sourcing, or the classroom. Key factors influencing team performance are competences and personality of team members. Hence, we present a computational model to compose proficient and congenial teams based on individuals' personalities and their competences to perform tasks of different nature. With this purpose, we extend Wilde's post-Jungian method for team composition, which solely employs individuals' personalities. The aim of this study is to create a model to partition agents into teams that are balanced in competences, personality and gender. Finally, we present some preliminary empirical results that we obtained when analysing student performance. Results show the benefits of a more informed team composition that exploits individuals' competences besides information about their personalities.


page 1

page 2

page 3

page 4


Synergistic Team Composition: A Computational Approach to Foster Diversity in Teams

Co-operative learning in heterogeneous teams refers to learning methods ...

What Makes a Good Team? A Large-scale Study on the Effect of Team Composition in Honor of Kings

Team composition is a central factor in determining the effectiveness of...

Finding an Effective Classification Technique to Develop a Software Team Composition Model

Ineffective software team composition has become recognized as a promine...

Who/What is My Teammate? Team Composition Considerations in Human-AI Teaming

There are many unknowns regarding the characteristics and dynamics of hu...

Indirect social learning through collective performance favors decentralization

Many models of learning in teams assume that team members can share solu...

Color Teams for Machine Learning Development

Machine learning and software development share processes and methodolog...

The Guided Team-Partitioning Problem: Definition, Complexity, and Algorithm

A long line of literature has focused on the problem of selecting a team...