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Concept maps have been widely utilized in education to depict knowledge structures and the interconnections between disciplinary concepts. Nonetheless, devising a computational method for automatically constructing a concept map from…

人工智能 · 计算机科学 2026-01-13 Jiho Noh , Mukhesh Raghava Katragadda , Dabae Lee

This paper re-centres the discussion of student learning in physics to focus on context. In order to do so, a theoretically-motivated understanding of context is developed. Given a well-defined notion of context, data from a novel…

物理教育 · 物理学 2009-11-11 N. D. Finkelstein

Instruction is unlikely to be effective if instructors do not know the common alternate conceptions of introductory physics students and explicitly take into account common student difficulties in their instructional design. Here, we…

物理教育 · 物理学 2020-06-29 Nafis I Karim , Alexandru Maries , Chandralekha Singh

Modeling the creative mathematical sensemaking that characterizes expert thinking in physics is typically a struggle for new learners. To help students learn to reason this way, we created a set of supplemental activities called Physics…

物理教育 · 物理学 2017-09-21 Suzanne Brahmia , Andrew Boudreaux , Stephen E. Kanim

Imaging neuroscience links brain activation maps to behavior and cognition via correlational studies. Due to the nature of the individual experiments, based on eliciting neural response from a small number of stimuli, this link is…

机器学习 · 统计学 2013-11-21 Yannick Schwartz , Bertrand Thirion , Gaël Varoquaux

As the field of quantum physics evolves, researchers naturally form subgroups focusing on specialized problems. While this encourages in-depth exploration, it can limit the exchange of ideas across structurally similar problems in different…

机器学习 · 计算机科学 2024-11-12 Felix Frohnert , Xuemei Gu , Mario Krenn , Evert van Nieuwenburg

Calls to transform introductory college physics courses to include scientific practices require assessments that can measure the extent to which these transformations are effective. Such assessments should be able to measure students'…

物理教育 · 物理学 2021-06-25 Amali Priyanka Jambuge , James T. Laverty

A close look at students' written work on examinations offers a wealth of information about their performance, their knowledge of the subject, their strengths, weaknesses and misconceptions, and their overall level of mathematical skills…

历史与综述 · 数学 2013-05-23 Radoslav M. Dimitrić

Traditional high-stakes summative assessments--timed, in-class exams accounting for a large percentage of the term's overall grade--have often received criticism from the educational community. Such assessments tend to prize a particular…

物理教育 · 物理学 2023-04-12 Bruce A. Schumm , Joy Ishii , Colin G. West

Due to its amazing three-dimensional effects, holography is a very motivating, yet very demanding subject for physics classes at the upper level in school. For this reason an instruction unit on holography that supplement holographic…

物理教育 · 物理学 2007-05-23 Martin Erik Horn , Helmut F. Mikelskis

We investigated the effects of student-generated problems on exams. The process was gradual with some training throughout the semester. Initial results were highly positive with the students involved performing significantly better, and…

物理教育 · 物理学 2016-09-13 Ameya S. Kolarkar , Aimee A. Callender

We report results from a study designed to identify links between undergraduate students' views about experimental physics and their engagement in multiweek projects in lab courses. Using surveys and interviews, we explored whether students…

Text provides a compelling example of unstructured data that can be used to motivate and explore classification problems. Challenges arise regarding the representation of features of text and student linkage between text representations as…

计算机与社会 · 计算机科学 2023-05-09 Nicholas J. Horton , Jie Chao , Phebe Palmer , William Finzer

Learning to use math in physics involves combining (blending) our everyday experiences and the conceptual ideas of physics with symbolic mathematical representations. Graphs are one of the best ways to learn to build the blend. They are a…

物理教育 · 物理学 2023-03-20 Edward F. Redish

In a recent report, the American Association of Physics Teachers has developed an updated set of recommendations for curriculum of undergraduate physics labs.1 This document focuses on six major themes: constructing knowledge, modeling,…

物理教育 · 物理学 2015-09-02 N. G. Holmes , D. A. Bonn

Development of conceptual multiple-choice tests related to a particular physics topic is important for designing research-based learning tools to reduce the difficulties. We explore the difficulties that the advanced undergraduate and…

物理教育 · 物理学 2016-02-22 Chandralekha Singh , Guangtian Zhu

Experiments in cognitive science and decision theory show that the ways in which people combine concepts and make decisions cannot be described by classical logic and probability theory. This has serious implications for applied disciplines…

人工智能 · 计算机科学 2013-01-08 Diederik Aerts , Liane Gabora , Sandro Sozzo , Tomas Veloz

Due to their versatility, concept maps are used in various educational settings and serve as tools that enable educators to comprehend students' knowledge construction. An essential component for analyzing a concept map is its structure,…

In this companion paper, we explore the use of isomorphic problem pairs (IPPs) to assess introductory physics students' ability to solve and successfully transfer problem-solving knowledge from one context to another in mechanics. We call…

物理教育 · 物理学 2016-02-25 Chandralekha Singh

Students entering engineering in universities of applied sciences were tested to see whether they understood easy Science problems within the first week of the first semester. The test comprised of mathematics and physics questions in both…

物理教育 · 物理学 2010-09-29 M. Risch