A Variational Neural Architecture for Skill-based Team Formation.

Autor: RAD, RADIN HAMIDI, FANI, HOSSEIN, BAGHERI, EBRAHIM, KARGAR, MEHDI, SRIVASTAVA, DIVESH, SZLICHTA, JAROSLAW
Zdroj: ACM Transactions on Information Systems; Jan2024, Vol. 42 Issue 1, p1-28, 28p
Abstrakt: The article focuses on skill-based team formation and proposes a variational Bayesian neural network architecture to create optimal teams by maximizing the coverage of required skills and the effectiveness of past collaborations. Topics include the challenges of team formation, the limitations of existing graph-based methods, and the introduction of a novel neural network approach for team formation.
Databáze: Complementary Index