Exploring the Effect of Experience on Team Behavior: A Computational Approach (CROSBI ID 671345)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Perišić, Marija Majda ; Štorga, Mario ; Gero, John S.
engleski
Exploring the Effect of Experience on Team Behavior: A Computational Approach
The paper presents the results of research aimed at contributing to a better understanding of the effect of team experience and learning on the performance of a design team. An agent-based model of the design team was developed, and computational simulations were utilized to study how agent’s knowledge changes by its use and what are the effects of such changes on the team behavior. Particularly, hypotheses stating that as team members work together, they become more efficient and explore less have been studied. Computational experiments demonstrated the positive impact of learning and prior experience on team efficiency and indicated that team experience has a strong influence on the breadth of solutions examined by a team in a constructive task. However, results also suggest that increased knowledge grounding could have detrimental effects on a team’s performance when teams are faced with tasks which do not fall into team’s expertise.
Agent-based modeling ; Team behaviour ; Team experience ; Knowledge grounding ; Product design
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Podaci o prilogu
595-612.
2019.
objavljeno
10.1007/978-3-030-05363-5_32
Podaci o matičnoj publikaciji
Design Computing and Cognition '18
Gero, John S.
Springer
978-3-030-05362-8
Podaci o skupu
Nepoznat skup
predavanje
29.02.1904-29.02.2096
Povezanost rada
Računarstvo, Dizajn, Kognitivna znanost (prirodne, tehničke, biomedicina i zdravstvo, društvene i humanističke znanosti)