Computational Approaches to the Network Science of Teams
Book Details
Format
Hardback or Cased Book
ISBN-10
110849854X
ISBN-13
9781108498548
Publisher
Cambridge University Press
Imprint
Cambridge University Press
Country of Manufacture
US
Country of Publication
GB
Publication Date
Dec 3rd, 2020
Print length
164 Pages
Weight
356 grams
Dimensions
15.80 x 23.40 x 1.60 cms
Product Classification:
Research methods: generalSociologyKnowledge managementEthical & social aspects of ITDatabases
Ksh 8,300.00
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This comprehensive review for researchers and practitioners in data mining and social networks surveys recent progress in team science. Focusing on underlying network structures, it presents models and algorithms for characterizing, predicting, optimizing, and explaining team performance, plus key applications, open challenges, and future trends.
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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