Petr Pascenko


Head of Data Science
Profinit


12:30 PM Big Data Evolution and its Impact on Predictive Models in Finance and Telecommunications

  • The Big Data in many domains (especially banking and telecommunications) mostly consist of very large transaction datasets.
  • Each transaction (payment, call, text, message, etc.) is a small piece of evidence of the existence of a hidden link between the subjects on both sides of the transaction.
  • By processing data carefully, we can aggregate this evidence and find those links. Where there are links, there is a network - a network built on implicitly expressed preferences. In our research program, we focus on mining business knowledge from such networks.


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