Big Data Mining in Business and Finance
- Typ: Seminar (in Englischer Sprache)
- Lehrstuhl: Lehrstuhl für Ökonometrie und Statistik
- Semester: WS 2014/2015
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Ort:
wird noch bekannt gegeben
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Zeit:
Blockveranstaltung
Termin werden in erster Sitzung
abgesprochen. - Beginn: Vorbesprechung: 1. Novemberwoche
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Dozent:
Nazemi
- SWS: 2
- LVNr.: 2521392
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Prüfung:
Vortrag, schriftliche Ausarbeitung
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Hinweis:
Inhalt:
Introduction to Big Data Mining
Networks in finance
Big Data Mining Tools
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 BusinessLiteratur
Allen, F., Babus, A., (2009). Networks in finance. In: Kleindorfer, P., Wind, J. (Eds.), Network-based Strategies and Competencies. Wharton School Publishing, Upper Saddle River, NJ, pp. 367–382.
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.
Prajapati, V., (2013). Big Data Analytics with R and Hadoop, Packt PublishingAnmeldung: per E-Mail an: abdolreza.nazemi@kit.edu