Advanced Analytics of Large Connected Data Based on Similarity Modeling

Abstrakt

In this paper we introduce the vision of our applied research project targeting to the financial sector. Our main goal is to develop an automated software solution for similarity modeling over big and semi-structured graph data representing behavior of bank clients.

The main aim of similarity models is to improve the decision process in risk management, marketing, security and related areas.

Klíčová slova

• Similarity modeling
• Big Data
• Analysis of graph data
• Transactional data
• Linked data