Upcoming Open Mic - Generating Synthetic Event Report Data for Software Evaluation
On Friday 20 February 2026 at 10:30 Bogdan Kostov is going to talk about case for generating event report data for the evaluation of a dashboard application.
Join the session at this link.
Abstract
Real world data is required to evaluate different scenarios of an information/data software system. However, real world data are often not available to developers due to privacy, security and scarcity issues. This session will start with an introduction to data generation and a brief review of data generation techniques. The rest of the session summarizes a case for generation of safety-event report data to demonstrate/evaluate a dashboard application for monitoring safety indicators.
Further reading:
- Goyal, M.; Mahmoud, Q.H. A Systematic Review of Synthetic Data Generation Techniques Using Generative AI. Electronics 2024, 13, 3509. https://doi.org/10.3390/electronics13173509
- Synthetic Data Vault - data generation tool
- Faker - data generation tool
- Safety Performance - dashboard application for monitoring safety indicators