Home > Alexander Rieger

Articles by Alexander Rieger

Alexander Rieger

In 1997 I was among the six computer scientists co-founding the Bosch Software Innovations. Right from the beginning, I was responsible for the development of the supply chain management system of Europe´s 3rd largest retailer, dealing with billions of data sets. I was also responsible for the initial development of Singapore´s eMobility charging infrastructure platform. I have many years of experience in software engineering and architecture, especially when it comes to artificial intelligence and data management issues. I was engaged with programming genetic algorithms and neuronal networks, ever since I started studying. After graduating I was involved in the development of a data mining application for one of the leading integrated financial services providers worldwide. Currently I am developing an enterprise-wide concept for NoSQL data storage topped by a KDD process (Knowledge Discovery in Database).
Contact
Nov
07 Data Management, Enterprise Architecture No comments

Large Scale Data Analysis and Predictive Modeling in Data Mining

Google has done ‘it’ for more than 10 years; amazon has adapted it, and we will start from now. I am talking about data analysis, with data mining mechanisms. My first ‘fault’ is to name data mining only, but calling ‘it’ knowledge discovery in database (KDD), would be more correct, I guess. Data mining only describes the analysis process. But there is a more comprehensive process to do before data mining activities can be started. Before I describe the KDD-process, I would also like to mention, that different types of data mining categories exist, which represent a different algorithm each. So we have to watch out when discussing data mining and KDD, and not to loose sight of the wood for the trees. The picture below illustrates the complete KDD process.

Read more…