Group Processes Data-Driven Computational Approaches - Pilny, Andrew; Poole, Marshall Scott; SpringerLink (Online service) (Cham : Springer International Publishing : Imprint: Springer, 2017)
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.
Keywords: Computer simulation; Social sciences; Big data; Data mining; Industrial psychology; Knowledge management; Simulation and Modeling; Methodology of the Social Sciences; Big Data/Analytics.; Data Mining and Knowledge Discovery; Industrial and Organizational Psychology; Knowledge Management