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This document summarizes a proposal for an academic conference session on using student log data to inform the design of dynamic visualizations for science learning. The session aims to explore how analyzing student interactions with visualizations can provide insights to support student understanding. Seven studies will present approaches addressing different difficulties students face in learning with visualizations. The session will include an introduction, individual study presentations, and a discussion among presenters and attendees.










