BIRD dataset

Project information

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 Licence: trajectory prediction, behavior analysis, recommendation, natural language processing, crowd simulation... For more detailed information about BIRD, 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