Generating Synthetic Event Report Data for Software Evaluation
On Friday 20 February 2026 Bogdan Kostov held an Open Mic session with the topic "Generating Synthetic Event Report Data for Software Evaluation"
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.
The presentation slides are available at this link.
Further reading:
- Memesis - data generation tool - https://mimesis.name/master/
- Synthetic Data Vault - data generation tool https://docs.sdv.dev/sdv://docs.sdv.dev/sdv
- Faker - data generation tool - https://faker.readthedocs.io/en/master/
- SafetyPerformance (https://github.com/kbss-cvut/24lkpr-distribution) - dashboard application for monitoring safety indicators
- 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