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GLOBEM
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Multi-year mobile sensing datasets (~500 users) and open-source platform for cross-dataset generalization research in longitudinal behavior modeling.
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GLOBEM Skip to content Datasets Platform Publications Team / GitHub G eneralization of LO ngitudinal BE havior M odeling GLOBEM is a platform to accelerate cross-dataset generalization research in the longitudinal behavior modeling domain. GLOBEM aims to achieve the following goals: 📦 Release the first multi-year longitudinal passive sensing dataset with ~500 unique participants 🧰 Implement a series of longitudinal behavior modeling algorithms 🔍 Prepare a series of cross-dataset generalization evaluation tasks 🏅 Present the algorithms' generalizability benchmark on the GLOBEM datasets 🔋 Enable researchers and developers to develop new algorithms with easy-to-extend templates Paper - GLOBEM Datasets Paper - GLOBEM Platform Datasets → Multi-year passive mobile sensing datasets & well-being metrics. Platform → Generalizability evaluation platform and benchmark. Publications → Relevant publications based on the GLOBEM...
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