Innovation analytics (IA) is an emerging paradigm that integrates advances in the data engineering field, innovation field, and artificial intelligence field to support and manage the entire life cycle of a product and pro-cesses. In this chapter, we have identified several possibilities where ana-lytics can help in innovation. First, we aim to explain using a few cases how analytics can help in innovating new products to the market specifi-cally through collaborative engagement of designers and data. Second, we will explain the use of artificial intelligence (AI) techniques in the manu-facturing context, which progresses at different levels, i.e., from process, function to function interaction, and factory-level innovations
The primary goal of this chapter is to support the decision-making process in innovation strategy. I...
Recent advances in AI algorithms and computational power have led to opportunities for new methods a...
This study provides a systematic overview of innovation research strands revolving around AI. By ado...
Given the recent proliferation of digitization and increase in data availability, this dissertation,...
Abstract Predictive analytics (PA) is a tool routinely used by companies to help chart a future prod...
Given the recent proliferation of digitization and increase in data availability, this dissertation,...
The advances in Big Data and Business Analytics (BA) have provided unprecedented opportunities for o...
Advances in Business Analytics in the era of Big Data have provided unprecedented opportunities for ...
Artificial Intelligence (AI) reshapes companies and how innovation management is organized. Consiste...
With advancement in technology and increased breadth of requirements of customers, organizations hav...
Big data analytics constitute one of the driving forces of the fourth industrial revolution and repr...
This book offers new insights into the complex set of activities and decisions of product innovation...
Purpose: the advantages of applying big data analytics for organizations to boost innovation perform...
Analyzing “big data” holds huge potential for generating business value. The ongoing advancement of ...
Purpose: The purpose of this thesis is to understand the role of big data in the innovation process ...
The primary goal of this chapter is to support the decision-making process in innovation strategy. I...
Recent advances in AI algorithms and computational power have led to opportunities for new methods a...
This study provides a systematic overview of innovation research strands revolving around AI. By ado...
Given the recent proliferation of digitization and increase in data availability, this dissertation,...
Abstract Predictive analytics (PA) is a tool routinely used by companies to help chart a future prod...
Given the recent proliferation of digitization and increase in data availability, this dissertation,...
The advances in Big Data and Business Analytics (BA) have provided unprecedented opportunities for o...
Advances in Business Analytics in the era of Big Data have provided unprecedented opportunities for ...
Artificial Intelligence (AI) reshapes companies and how innovation management is organized. Consiste...
With advancement in technology and increased breadth of requirements of customers, organizations hav...
Big data analytics constitute one of the driving forces of the fourth industrial revolution and repr...
This book offers new insights into the complex set of activities and decisions of product innovation...
Purpose: the advantages of applying big data analytics for organizations to boost innovation perform...
Analyzing “big data” holds huge potential for generating business value. The ongoing advancement of ...
Purpose: The purpose of this thesis is to understand the role of big data in the innovation process ...
The primary goal of this chapter is to support the decision-making process in innovation strategy. I...
Recent advances in AI algorithms and computational power have led to opportunities for new methods a...
This study provides a systematic overview of innovation research strands revolving around AI. By ado...