Combining Machine Learning and Qualitative Methods to Elaborate Students’ Ideas About the Generality of their Model-Based Explanations

Characterizing College Science Assessments: The Three-Dimensional Learning Assessment Protocol

(2016) James T. Laverty et al.   PLoS One

Automatic Coding of Short Text Responses via Clustering in Educational Assessment

(2015) Fabian Zehner et al.   EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT

Advances in natural language processing

(2015) J. Hirschberg et al.   SCIENCE

Exploring the Effect of Embedded Scaffolding Within Curricular Tasks on Third-Grade Students’ Model-Based Explanations about Hydrologic Cycling

(2015) Laura Zangori et al.   Science & Education

Assessing Scientific Practices Using Machine-Learning Methods: How Closely Do They Match Clinical Interview Performance?

(2013) Elizabeth P. Beggrow et al.   Journal of Science Education and Technology

Proficiency in Science: Assessment Challenges and Opportunities

(2013) J. W. Pellegrino   SCIENCE

Transforming Biology Assessment with Machine Learning: Automated Scoring of Written Evolutionary Explanations

(2011) Ross H. Nehm et al.   Journal of Science Education and Technology