Formative assessment strategies for students' conceptions—The potential of learning analytics

J Stanja, W Gritz, J Krugel, A Hoppe… - British Journal of …, 2023 - Wiley Online Library
Formative assessment is considered to be helpful in students' learning support and teaching
design. Following Aufschnaiter's and Alonzo's framework, formative assessment practices of …

Improving summary writing through formative feedback in a technology‐enhanced learning environment

MK Kim, KS McCarthy - Journal of Computer Assisted Learning, 2021 - Wiley Online Library
Abstract Summary writing is a useful instructional tool for learning. However, summary
writing is a challenge to many students. This mixed‐method study examined the potential of …

Investigating online learners' knowledge structure patterns by concept maps: A clustering analysis approach

X He, J Fang, HNH Cheng, Q Men, Y Li - Education and Information …, 2023 - Springer
A deep understanding of the learning level of online learners is a critical factor in promoting
the success of online learning. Using knowledge structures as a way to understand learning …

Different approaches to collaborative problem solving between successful versus less successful problem solvers: Tracking changes of knowledge structure

K Kim, AA Tawfik - Journal of Research on Technology in …, 2023 - Taylor & Francis
STEM Problem solving necessitates a substantial amount of specialized domain knowledge.
An important element of problem-solving within the domain includes how knowledge is …

Using graph centrality as a global index to assess students' mental model structure development during summary writing

MK Kim, KS McCarthy - Educational Technology Research and …, 2021 - Springer
During reading, students construct mental models of what they read. Summaries can be
used to evaluate the latent knowledge structure of these mental models. We used indices …

Corroborating a sorting task measure of individual and of local collective knowledge structure

RB Clariana, H Tang, X Chen - Educational technology research and …, 2022 - Springer
This experimental investigation seeks to corroborate a knowledge structure sorting task
approach as a measure to more fully account for prior knowledge when reading. A latent …

Exploring the multi-dimensional human mind: Model-based and text-based approaches

MK Kim, J Kim, A Heidari - Assessing Writing, 2024 - Elsevier
In this study, we conceptualize two approaches, model-based and text-based, grounded on
mental models and discourse comprehension theories, to computerized summary analysis …

Applying Machine Learning to Intelligent Assessment of Scientific Creativity Based on Scientific Knowledge Structure and Eye-Tracking Data

Y Zhang, Y Li, W Hu, H Bai, Y Lyu - Journal of Science Education and …, 2025 - Springer
Scientific creativity plays an essential role in science education as an advanced cognitive
ability that inspires students to solve scientific problems inventively. The cultivation of …

Advance in detecting key concepts as an expert model: Using Student Mental Model Analyzer for Research and Teaching (SMART)

MK Kim, CJ Gaul, SM Kim, RJ Madathany - Technology, Knowledge and …, 2020 - Springer
While key concepts embedded within an expert's textual explanation have been considered
an aspect of expert model, the complexity of textual data makes determining key concepts …

Increasing the higher of think through moodle application: The effects of learning procees in the higher education system

E Elihami, M Musdalifah, H Hasan - Journal of Physics …, 2021 - iopscience.iop.org
The purpose of this study was to determine the extent of the implementation of the
Increasing the Higher learning model through Moodle Application: The Effects of Learning …