Statistical applications to cognitive diagnostic testing

S Zhang, J Liu, Z Ying - Annual Review of Statistics and Its …, 2023 - annualreviews.org
Diagnostic classification tests are designed to assess examinees' discrete mastery status on
a set of skills or attributes. Such tests have gained increasing attention in educational and …

Taxonomy of competence models based on an integrative literature review

N Mikhridinova, C Wolff, W Van Petegem - Education and Information …, 2024 - Springer
An individual competence is one of the main human resources, which enables a person to
operate in everyday life. A competence profile, formally captured and described as a …

Stat-Knowlab. Assessment and learning of statistics with competence-based knowledge space theory

D de Chiusole, L Stefanutti, P Anselmi… - International Journal of …, 2020 - Springer
An intelligent tutoring system for learning basic statistics, called Stat-Knowlab, is presented
and analyzed. The algorithms implemented in the system are based on the competence …

CD‐polytomous knowledge spaces and corresponding polytomous surmise systems

B Wang, J Li, W Sun - British Journal of Mathematical and …, 2023 - Wiley Online Library
Abstract Heller (2021) generalized quasi‐ordinal knowledge spaces to polytomous items.
Inspired by this paper, we propose CD‐polytomous knowledge space and its polytomous …

On the assessment of learning in competence based knowledge space theory

L Stefanutti, D de Chiusole - Journal of Mathematical Psychology, 2017 - Elsevier
The objective of an assessment in competence based-knowledge space theory (Cb-KST) is
to infer the skills of an individual from her responses to a subset of problems. A major issue …

Algorithms for the adaptive assessment of procedural knowledge and skills

A Brancaccio, D de Chiusole, L Stefanutti - Behavior Research Methods, 2023 - Springer
Procedural knowledge space theory (PKST) was recently proposed by Stefanutti (British
Journal of Mathematical and Statistical Psychology, 72 (2) 185–218,) for the assessment of …

[HTML][HTML] Toward a unified perspective on assessment models, part I: Foundations of a framework

S Noventa, J Heller, A Kelava - Journal of Mathematical Psychology, 2024 - Elsevier
In the past years, several theories for assessment have been developed within the
overlapping fields of Psychometrics and Mathematical Psychology. The most notable are …

Knowledge structures delineated by fuzzy skill maps

W Sun, J Li, X Ge, Y Lin - Fuzzy Sets and Systems, 2021 - Elsevier
Skills represent the underlying cognitive abilities, which consist in methods, algorithms or
tricks etc. Skills can be used to interpret individuals' knowledge states. A skill map assigns a …

Parameter estimation of KST-IRT model under local dependence

S Ye, A Kelava, S Noventa - Psych, 2023 - mdpi.com
A mantra often repeated in the introductory material to psychometrics and Item Response
Theory (IRT) is that a Rasch model is a probabilistic version of a Guttman scale. The idea …

Exploration of polytomous-attribute Q-matrix validation in cognitive diagnostic assessment

C Qin, S Dong, X Yu - Knowledge-Based Systems, 2024 - Elsevier
Compared with typical binary attributes, polytomous attributes can take three or more values
(corresponding to different levels of mastery of a respondent or measurement of an item) …