A unified framework for effective team formation in social networks

作者:

Highlights:

• We propose a knowledge-based framework to solve the team formation problem.

• The proposed framework evaluates multiple objectives in social networks.

• We take into account the temporal features of collaboration among team members.

• We include trust among experts and propose new methods to measure it.

• We experimentally verify that our algorithm efficiently form teams of experts.

摘要

•We propose a knowledge-based framework to solve the team formation problem.•The proposed framework evaluates multiple objectives in social networks.•We take into account the temporal features of collaboration among team members.•We include trust among experts and propose new methods to measure it.•We experimentally verify that our algorithm efficiently form teams of experts.

论文关键词:Team formation,Social networks,Graph data management,Multi-objective optimization

论文评审过程:Received 24 June 2020, Revised 5 December 2020, Accepted 7 March 2021, Available online 29 March 2021, Version of Record 16 April 2021.

论文官网地址:https://doi.org/10.1016/j.eswa.2021.114886