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Direct linkYi Gui – ProQuest LLC, 2024
This study explores using transfer learning in machine learning for natural language processing (NLP) to create generic automated essay scoring (AES) models, providing instant online scoring for statewide writing assessments in K-12 education. The goal is to develop an instant online scorer that is generalizable to any prompt, addressing the…
Descriptors: Writing Tests, Natural Language Processing, Writing Evaluation, Scoring
Peer reviewed
Download full textSmeets, Roger; Broaekman, Francette; Bouwers, Eric – International Educational Data Mining Society, 2019
Research on automated affect detection in educational software using play log data has shown promising results. Yet most studies use classroom-based software designed for adolescents or adults. In this paper, we aim to detect affection in an online educational platform primarily aimed at home use by young children. This presents two challenges: we…
Descriptors: Computer Software, Young Children, Evaluation Methods, Psychological Patterns
Alhadi, Moosa A. A.; Zhang, Dake; Wang, Ting; Maher, Carolyn A. – North American Chapter of the International Group for the Psychology of Mathematics Education, 2022
This research synthesizes studies that used a Digitalized Interactive Component (DIC) to assess K-12 student mathematics performance during Computer-based-Assessments (CBAs) in mathematics. A systematic search identified ten studies that categorized existing DICs according to the tools that provided language assistance to students and tools that…
Descriptors: Computer Assisted Testing, Mathematics Tests, English Language Learners, Geometry
