Risk Prediction
The assessment of the solvency of bank client companies is influenced by many events occurring in the industry, and most of them are reflected in open news sources. Assistance to bank analysts in analyzing the heterogeneous risks of a borrowing company according to the news flow consists in automating the process of collecting and analyzing news by creating a solution to tagging and categorizing news based on a given set of risks.
Input Data
Output Data
Main Results
Integration into the business process of the loan portfolio analysis department of the bank:
The final quality of the semantic core selection:
| Quality criterion | Quality |
|---|---|
| Name and its variants | 75 % |
| Names of the leaders | 70 % |
| Affiliations | 68% |
| Industry Terms | 80 % |
Quality of the constructed risk analysis system
| Quality criterion | Quality |
|---|---|
| F1-score | 97 % |
