Inhalt
- Introduction to Big Data Mining
- Networks in finance
- Big Data Mining Tools
- Fraud Detection with Hadoop
- Text Mining for Market Prediction
- Financial Network and Contagion
- Credit Scoring using Social Network Data
- Social Network Analysis for consumer churn prediction
- Big Data Mining in Finance
- Big Data Mining in Business
Literatur:
- Baesens, B., (2014). Analytics in a Big Data World: The Essential Guide to Data Science and its Applications, Wiley.
- Chen, M., Mao, S., Zhang, Z., Leung, V., (2014). Big Data: Related Technologies, Challenges and Future Prospects, Springer.
- Jackson, M. O., (2010). Social and Economic Networks, Princeton University Press.
- Leskovec, J., Rajaraman, A., Ullman, J. D., (2014). Mining of Massive Datasets, Cambridge University Press.
- Prajapati, V., (2013). Big Data Analytics with R and Hadoop, Packt Publishing
