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Computational Approaches to the Network Science of Teams (Hardcover)
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Computational Approaches to the Network Science of Teams (Hardcover)
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Business operations in large organizations today involve massive,
interactive, and layered networks of teams and personnel
collaborating across hierarchies and countries on complex tasks. To
optimize productivity, businesses need to know: what communication
patterns do high-performing teams have in common? Is it possible to
predict a team's performance before it starts work on a project?
How can productive team behavior be fostered? This comprehensive
review for researchers and practitioners in data mining and social
networks surveys recent progress in the emerging field of network
science of teams. Focusing on the underlying social network
structure, the authors present models and algorithms
characterizing, predicting, optimizing, and explaining team
performance, along with key applications, open challenges, and
future trends.
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