Data mining techniques in analyzing process data: A didactic
Due to increasing use of technology-enhanced educational assessment, data mining
methods have been explored to analyse process data in log files from such assessment …
methods have been explored to analyse process data in log files from such assessment …
A state response measurement model for problem-solving process data
Y Xiao, H Liu - Behavior Research Methods, 2024 - Springer
In computer simulation-based interactive tasks, different people make different response
processes to the same tasks, resulting in various action sequences. These sequences …
processes to the same tasks, resulting in various action sequences. These sequences …
Construction and validation of a game-based intelligence assessment in minecraft
Video games are a promising tool for the psychometric assessment of cognitive abilities.
They can present novel task types and answer formats, they can record process data, and …
They can present novel task types and answer formats, they can record process data, and …
Joint modeling of action sequences and action time in computer-based interactive tasks
Process data refers to data recorded in computer-based assessments that reflect the
problem-solving processes of participants and provide greater insight into how they solve …
problem-solving processes of participants and provide greater insight into how they solve …
Analysis of process data of PISA 2012 computer-based problem solving: Application of the modified multilevel mixture IRT model
H Liu, Y Liu, M Li - Frontiers in psychology, 2018 - frontiersin.org
Computer-based assessments provide new insights into cognitive processes related to task
completion that cannot be easily observed using paper-based instruments. In particular …
completion that cannot be easily observed using paper-based instruments. In particular …
A sequential response model for analyzing process data on technology-based problem-solving tasks
Y Han, H Liu, F Ji - Multivariate Behavioral Research, 2022 - Taylor & Francis
Students' response sequences to a technology-based problem-solving task can be treated
as a discrete time stochastic process with a conditional Markov property—after conditioning …
as a discrete time stochastic process with a conditional Markov property—after conditioning …
Diagnostic classification analysis of problem-solving competence using process data: An item expansion method
Process data refer to data recorded in computer-based assessments (CBAs) that reflect
respondents' problem-solving processes and provide greater insight into how respondents …
respondents' problem-solving processes and provide greater insight into how respondents …
The use of process data in large-scale assessments: a literature review
As the use of process data in large-scale educational assessments is becoming more
common, it is clear that data on examinees' test-taking behaviors can illuminate their …
common, it is clear that data on examinees' test-taking behaviors can illuminate their …
Exploring latent states of problem‐solving competence using hidden Markov model on process data
The response process of problem‐solving items contains rich information about
respondents' behaviours and cognitive process in the digital tasks, while the information …
respondents' behaviours and cognitive process in the digital tasks, while the information …
Cognitive diagnosis modeling incorporating response times and fixation counts: Providing comprehensive feedback and accurate diagnosis
Respondents' problem-solving behaviors comprise behaviors that represent complicated
cognitive processes that are frequently systematically tied to one another. Biometric data …
cognitive processes that are frequently systematically tied to one another. Biometric data …