On the Validity of Machine Learning-based Next Generation Science Assessments: A Validity Inferential Network
Xiaoming Zhaı, Joseph Krajcik, James W. Pellegrino
Topics & Concepts
Machine learningRubricArtificial intelligenceExternal validityComputer scienceCausal inferenceConstruct validityInternal validityInferenceInterpretation (philosophy)Predictive validityIncremental validityPsychologyMathematics educationPsychometricsSocial psychologyMathematicsStatisticsDevelopmental psychologyProgramming languageOnline Learning and AnalyticsExplainable Artificial Intelligence (XAI)Software Engineering Research