Big data approach to firm level innovation in manufacturing : industrial economics

Big data approach to firm level innovation in manufacturing : industrial economics / Seyed Mehrshad Parvin Hosseini, Aydin Azizi.

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 undertake...

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Bibliographic Details
Main Author: Hosseini, Seyed Mehrshad Parvin
Other Authors: Azizi, Aydin
Format: eBook
Language:English
Published: Singapore : Springer, 2020.
Series:SpringerBriefs in applied sciences and technology.
Subjects:
Production management.
Manufacturing processes > Technological innovations.
Big data.
Production engineering.
Business & management.
Technical design.
Economics.
Technology & Engineering > Industrial Engineering.
Business & Economics > Management Science.
Technology & Engineering > Industrial Design > Product.
Business & Economics > Economics > General.
Big data
Manufacturing processes > Technological innovations
Production management
Online Access:Click for online access
Table of Contents:
  • Chapter 1: Introduction to innovation activities
  • Chapter 2: The role of SMEs in innovation activities
  • Chapter 3: Overview of innovation activities in Southeast Asia
  • Chapter 4: From Linear model to Chain Linked model of innovation in reaching firm characteristics that facilitate and lowering the cost of innovation
  • Chapter 5: Predicting level of innovation
  • Chapter 6: Factors affecting the decision to innovate and related policies.

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