Behavioral and Identity-Related Dataset (BIRD) is a museum dataset for indoor environment analysis in the context of cultural heritage as part of the MBANv2 project. It was collected in 2019 at the Nancy Museum of Fine Arts.
This dataset can be employed for multiple objectives under CC-BY-NC-SA 4.0 Licence: trajectory prediction, behavior analysis, recommendation, natural language processing, crowd simulation...
For more detailed information about the BIRD dataset or to give appropriate credit, please refer to the following paper: Alexanne Worm, Florian Marchal, and Sylvain Castagnos. 2025. BIRD: A Museum Open Dataset Combining Behavior Patterns and Identity Types to Better Model Visitors’ Experience. In Adjunct Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization (UMAP Adjunct ’25), June 16–19, 2025, New York City, NY, USA. ACM, New York, NY, USA, 5 pages. https://doi.org/10.1145/3708319.3733686
MBANv2 Project