There is a growing need for data expertise and data analysis. Companies are looking more towards analytics for improvement opportunities within the business and products. Data collection is growing at a fast pace and we need capabilities to be able to analyze it. The data volume that companies are sitting on makes this task even more important. The paper presents interviews performed with product developers who have worked on a large complex system development project. The findings explain questions and needs developers are facing and what answers they are looking for with data mining. By Identifying beneficial and meaningful outputs from data mining and data analytics, developers can be supported in making better decisions for a new design...
Now that all kinds of products are increasingly getting connected to the Internet, it is expected th...
Owing to continuous advances in information technology, access to information via the Internet and t...
This thesis looks at the ways in which software analytics can be used to gather data on web and mobi...
The goal of this research is to propose a data mining based design framework that can be used to sol...
This study investigates how to exploit big data to increase knowledge in the early design phase with...
Companies are getting increasingly interested in learning how different customers use their products...
The paper presents a study run to verify the applicability of data mining algorithms as decision sup...
SaaS cloud computing, in contrast to packaged products, enables permanent contact between users of a...
The construction industry is ripe for disruption through innovative solutions that provide added pro...
Large complex system development projects take several years to carry out. Such projects involve hun...
End-to-end data analytics refers to the process of collection and analysis of high-quality, in-scope...
Many businesses are understanding the current evolution of Big Data Analytics around the world. Alon...
Large, complex system development projects take several years to execute. Such projects involve hund...
The amount of customer and product data that is collected by companies across domains is exploding. ...
End to End Data Analytics for Product Development is an accessible guide designed for practitioners ...
Now that all kinds of products are increasingly getting connected to the Internet, it is expected th...
Owing to continuous advances in information technology, access to information via the Internet and t...
This thesis looks at the ways in which software analytics can be used to gather data on web and mobi...
The goal of this research is to propose a data mining based design framework that can be used to sol...
This study investigates how to exploit big data to increase knowledge in the early design phase with...
Companies are getting increasingly interested in learning how different customers use their products...
The paper presents a study run to verify the applicability of data mining algorithms as decision sup...
SaaS cloud computing, in contrast to packaged products, enables permanent contact between users of a...
The construction industry is ripe for disruption through innovative solutions that provide added pro...
Large complex system development projects take several years to carry out. Such projects involve hun...
End-to-end data analytics refers to the process of collection and analysis of high-quality, in-scope...
Many businesses are understanding the current evolution of Big Data Analytics around the world. Alon...
Large, complex system development projects take several years to execute. Such projects involve hund...
The amount of customer and product data that is collected by companies across domains is exploding. ...
End to End Data Analytics for Product Development is an accessible guide designed for practitioners ...
Now that all kinds of products are increasingly getting connected to the Internet, it is expected th...
Owing to continuous advances in information technology, access to information via the Internet and t...
This thesis looks at the ways in which software analytics can be used to gather data on web and mobi...