Group Processes: Data-Driven Computational Approaches

Author:   Andrew Pilny ,  Marshall Scott Poole
Publisher:   Springer International Publishing AG
Edition:   Softcover reprint of the original 1st ed. 2017
ISBN:  

9783319840536


Pages:   206
Publication Date:   07 August 2018
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Group Processes: Data-Driven Computational Approaches


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Author:   Andrew Pilny ,  Marshall Scott Poole
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   Softcover reprint of the original 1st ed. 2017
Dimensions:   Width: 15.50cm , Height: 1.10cm , Length: 23.50cm
Weight:   0.454kg
ISBN:  

9783319840536


ISBN 10:   3319840533
Pages:   206
Publication Date:   07 August 2018
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Introduction.- Response Surface Models to Analyze Nonlinear Group Phenomena.- Causal Inference using Bayesian Network.- A Relational Event Approach to Modeling Behavioral Dynamics.- Text Mining Tutorial.- Sequential Synchronization Analysis.- Group Analysis using Machine Learning Techniques.- Simulation and Virtual Experimentation: Grounding with Empirical Data.

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Author Information

Andrew Pilny (Ph.D., University of Illinois) is an assistant professor in the Department of Communication at the University of Kentucky. His main research areas concern the development of effective organizing social systems and structures. His research has been applied to nonprofit organizations, social movement groups, work teams, and dark organizations. Andy also specializes in social network analysis. Marshall Scott Poole (Ph.D., University of Wisconsin) is the David L. Swanson Professor of Communication, Senior Research Scientist at the National Center for Supercomputing Applications, and Director of I-CHASS: The Institute for Computing in the Humanities, Arts, and Social Sciences at the University of Illinois. He is also a CCSS Fellow in the Organization Science Program at Vrije University in Amsterdam, Netherlands. His research interests include group and organizational communication, information and communication technologies, collaboration, organizational change and innovation, and theory construction.  

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