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Exploring Student Estimates of Astronomical Scales: Impact of Question Formulation and Visualization
Willem Keppens; Mieke De Cock; Hans Van Winckel; Wim Van Dooren; Jan Sermeus – Physical Review Physics Education Research, 2025
Estimating astronomical scales requires multiple complex mental processes, such as spatial thinking and interpreting large numbers. As such, it is a nontrivial question how these estimates can be most efficiently assessed. There is reason to believe that results from previous studies probing astronomical scale estimates are possibly susceptible to…
Descriptors: Astronomy, Science Instruction, Physics, Comparative Analysis
Jones, Michael N.; Gruenenfelder, Thomas M.; Recchia, Gabriel – Grantee Submission, 2017
Recent semantic space models learn vector representations for word meanings by observing statistical redundancies across a text corpus. A word's meaning is represented as a point in a high-dimensional semantic space, and semantic similarity between words is quantified by a function of their spatial proximity (typically the cosine of the angle…
Descriptors: Semantics, Computational Linguistics, Spatial Ability, Proximity

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