Description

This volume introduces a series of different data-driven computational methods for analyzing group processes through didactic and tutorial-based examples. This volume introduces a series of different data-driven computational methods for analyzing group processes through didactic and tutorial-based examples. Group processes are of central importance to many sectors of society, including government, the military, health care, and corporations. Computational methods are better suited to handle (potentially huge) group process data than traditional methodologies because of their more flexible assumptions and capability to handle real-time trace data. Indeed, the use of methods under the name of computational social science have exploded over the years. However, attention has been focused on original research rather than pedagogy, leaving those interested in obtaining computational skills lacking a much needed resource. Although the methods here can be applied to wider areas of social science, they are specifically tailored to group process research. A number of data-driven methodsadapted to group process research are demonstrated in this current volume. These include text mining, relational event modeling, social simulation, machine learning, social sequence analysis, and response surface analysis. In order to take advantage of these new opportunities, this book provides clear examples (e.g., providing code) of group processes in various contexts, setting guidelines and best practices for future work to build upon. This volume will be of great benefit to those willing to learn computational methods. These include academics like graduate students and faculty, multidisciplinary professionals and researchers working on organization and management science, and consultants for various types of organizations and groups.

Langue

en

Version

Broché

Date de sortie initiale

07 août 2018

Nombre de pages

206

Illustrations

Avec illustrations

Personnes impliquées

Auteur principal

Marshall Scott Poole

Deuxième auteur

Andrew Pilny

Rédacteur en chef

Andrew Pilny

Deuxième rédacteur

Marshall Scott Poole

Editeur principal

Springer International Publishing Ag

Informations sur le fabricant

Nom du fabricant

Springer Nature Customer Service Center GmbH

Adresse du fabricant

– 69115 – – DE

Adresse électronique du fabricant

[email protected]

Informations sur le fabricant

Les informations du fabricant ne sont actuellement pas disponibles

Autres spécifications

Hauteur de l’emballage

235 mm

Largeur d’emballage

155 mm

Largeur du produit

155 mm

Livre d‘étude

Non

Longueur d’emballage

235 mm

Longueur du produit

235 mm

Poids de l’emballage

454 g

Police de caractères extra large

Non

Édition

Softcover reprint of the original 1st ed. 2017

EAN

EAN

9783319840536

Sécurité des produits

Opérateur économique responsable dans l’UE

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Catégories

Hommes et société

Ordinateurs et Informatique

Psychologie

Livres de gestion

Technologies informatiques

Bases de données

Sociologie

Gestion du travail

Intelligence artificielle

Simulation informatique

Exploration de données

Systèmes cognitifs

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Livre

Disponibilité

Disponible à l’adresse suivante

Langue

Anglais

Type de livre

Paperback