Network Visualization for Criminal Behavior Analysis for AUTOCRIME and TRACY
| Type of publication: | Idiap-RR |
| Citation: | Lara_Idiap-RR-03-2025 |
| Number: | Idiap-RR-03-2025 |
| Year: | 2025 |
| Month: | 5 |
| Institution: | Idiap |
| Abstract: | Modern criminal investigations are increasingly challenged by the large volume and diversity of multimodal data, including audio, text, and metadata from intercepted communications. Building upon the AUTOCRIME platform developed under the ROXANNE project, this report presents a visualization tool developed entirely using open-source tools to render complex communication networks. It enables the exploration of diverse network types, including telephone networks, speaker networks from AUTOCRIME outputs, terminal-based networks, and individual-level networks with concurrent physical meeting edges. These capabilities support behavioral and topological analysis of suspects within criminal networks. The platform offers features such as temporal filtering, dynamic edge rendering, and metadata overlays, allowing law enforcement agencies to interactively analyze both content and non-content signals. Validated on real and simulated cases, our tool connects backend analytics with an intuitive front-end to support efficient and transparent criminal investigations. |
| Keywords: | |
| Projects: |
TRACY EC H2020-ROXANNE |
| Authors: | |
| Added by: | [ADM] |
| Total mark: | 0 |
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