A Systematic Review of the Use of Log-based Process Data in Computer-Based Assessments

S He, Y Cui - Computers & Education, 2025 - Elsevier
In recent decades, log-based process data has been increasingly used in computer-based
assessments to examine test-takers' response patterns and latent traits. This study provides …

[HTML][HTML] Predictors of middle school students' perceptions of automated writing evaluation

J Wilson, F Zhang, C Palermo, TC Cordero… - Computers & …, 2024 - Elsevier
This study examined middle school students' perceptions of an automated writing evaluation
(AWE) system, MI Write. We summarize students' perceptions of MI Write's usability …

Words of Wisdom: A Journey through the Realm of NLP for Learning Analytics-A Systematic Literature Review

R Ferreira, E Freitas, L Cabral, F Dawn… - Journal of Learning …, 2024 - learning-analytics.info
Learning Analytics (LA) is one of the world's most influential research fields related to
educational technology. Among many themes that the LA community considers, the …

Artificial intelligence on the advance to enhance educational assessment: Scientific clickbait or genuine gamechanger?

F Zehner, C Hahnel - Journal of Computer Assisted Learning, 2023 - Wiley Online Library
Abstract Contributions in the Special Issue The special issue assembles papers centring
around log data analysis, natural language processing, and machine learning used to …

[HTML][HTML] Enhancing student GAI literacy in digital multimodal composing through development and validation of a scale

M Liu, LJ Zhang, D Zhang - Computers in Human Behavior, 2025 - Elsevier
It is widely acknowledged that Generative Artificial Intelligence (GAI) has exerted a greater
influence on EFL learners' digital multimodal composing (DMC) process. GAI focuses on …

Towards automated analysis of rhetorical categories in students essay writings using Bloom's taxonomy

S Iqbal, M Rakovic, G Chen, T Li… - … Learning Analytics and …, 2023 - dl.acm.org
Essay writing has become one of the most common learning tasks assigned to students
enrolled in various courses at different educational levels, owing to the growing demand for …

AI‐Based Adaptive Feedback in Simulations for Teacher Education: An Experimental Replication in the Field

E Bauer, M Sailer, F Niklas, S Greiff… - Journal of Computer …, 2025 - Wiley Online Library
Background Artificial intelligence, particularly natural language processing (NLP), enables
automating the formative assessment of written task solutions to provide adaptive feedback …

Predicting data science performance from log data: using machine learning

T Doleck, P Agand, D Pirrotta - Education and Information Technologies, 2025 - Springer
As is rapidly becoming clear, data science increasingly permeates many aspects of life.
Educational research recognizes the importance and complexity of learning data science. In …

Revisiting technology-assisted language learning affordances for language components: a decade survey

A Bahari, R Li - Interactive Learning Environments, 2024 - Taylor & Francis
Given the important technology-assisted language learning (TALL)-empowered affordances,
a comprehensive understanding of how these TALL tools facilitate learning across different …

Self-regulated strategy development's effectiveness: underlying cognitive and metacognitive mechanisms

J Fernandez, J Guilbert - Metacognition and Learning, 2024 - Springer
Abstract Self-Regulated Strategy Development (SRSD) is a method designed to explicitly
teach students self-regulation skills and help them implement them. While SRSD's beneficial …