FRAUD DETECTION IN CAR INSURANCE USING GRAPH DATABASES
Olivera Mitrović
Gecko Solutions
Slađan Babarogić
Факултет организационих наука, Универзитет у Београду
Dragana Makajić Nikolić
Факултет организационих наука, Универзитет у Београду
Keywords:
NoSQL, graph database, Neo4j, insurance
Abstract
The main subject of this paper is the development of the solution to the real problem, using graph database. Elementary concepts of the graph databases are briefly explained. Unlike the other NoSQL databases, Graph database treats data and connections between data equally. Also, the way they store data is closest to human thinking, which makes them very intuitive. Central part of the paper presents the solution for the detection of frauds in car insurance by using Neo4j graph database for storing data. Graph database offers a simple solution and better results for this problem by simply going through the graph.
