Téléchargez le livre : Big Data Approach to Firm Level Innovation in Manufacturing

Big Data Approach to Firm Level Innovation in Manufacturing

Industrial Economics
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Paru le : 2020-08-03

This book discusses  utilizing Big Data and Machine Learning approaches in investigating five aspects of firm level innovation in manufacturing; (1) factors that determine the decision to innovate (2) the extent of innovation (3) characteristics of an innovating firm (4) types of innovatio...
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Description du livre



This book discusses  utilizing Big Data and Machine Learning approaches in investigating five aspects of firm level innovation in manufacturing; (1) factors that determine the decision to innovate (2) the extent of innovation (3) characteristics of an innovating firm (4) types of innovation undertaken and (5) the factors that drive and enable different types of innovation. A conceptual model and a cost-benefit framework were developed to explain a firm’s decision to innovate. To empirically demonstrate these aspects, Big data and machine learning approaches were introduced in the form of a case study. The result of Big data analysis as an inferior method to analyse innovation data was also compared with the results of conventional statistical methods. The implications of the findings of the study for increasing the pace of innovation are also discussed.


À propos

Auteur
Aydin Azizi , Seyed Mehrshad Parvin Hosseini
Éditeur
Springer
Collection
SpringerBriefs in Applied Sciences and Technology
Parution
2020-08-03
Pages
72 pages
EAN papier
9789811562990

Caractéristiques détaillées - droits

EAN PDF
9789811563003
Prix
63,29 €
Nombre pages copiables
0
Nombre pages imprimables
7
Taille du fichier
1403 Ko
Ce livre est accessible aux handicaps informations d'accessibilité
EAN EPUB
9789811563003
Prix
63,29 €
Nombre pages copiables
0
Nombre pages imprimables
7
Taille du fichier
1239 Ko
Ce livre est accessible aux handicaps informations d'accessibilité

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