On the link between cognitive diagnostic models and knowledge space theory

J Heller, L Stefanutti, P Anselmi, E Robusto - Psychometrika, 2015 - Springer
The present work explores the connections between cognitive diagnostic models (CDM) and
knowledge space theory (KST) and shows that these two quite distinct approaches overlap …

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 …

A necessary and sufficient condition for unique skill assessment

J Heller, P Anselmi, L Stefanutti, E Robusto - Journal of Mathematical …, 2017 - Elsevier
The skill-based extension of the theory of knowledge structures forms the framework for
addressing the problem of whether it is possible to uniquely assess the skills underlying the …

Techniques for the identification of organizational knowledge management requirements

SM Giraldo, LJ Aguilar, LM Giraldo… - Journal of Knowledge …, 2019 - emerald.com
Purpose This paper aims to explore the requirements of organizational knowledge
management initiatives using requirements engineering techniques, identifying the optimal …

Identifiability in probabilistic knowledge structures

J Heller - Journal of Mathematical Psychology, 2017 - Elsevier
The so-called basic local independence model (BLIM) constitutes the standard probabilistic
model within the theory of knowledge structures. The present paper characterizes local …

An iterative procedure for extracting skill maps from data

A Spoto, L Stefanutti, G Vidotto - Behavior research methods, 2016 - Springer
The methodologies for the construction of a knowledge structure mainly refer to the query to
experts, the skill maps, and the data-driven approaches. This last method is of growing …

Considerations about the identification of forward-and backward-graded knowledge structures

A Spoto, L Stefanutti, G Vidotto - Journal of Mathematical Psychology, 2013 - Elsevier
The application of the basic local independence model (BLIM) to a knowledge structure (Q,
K) that satisfies a particular kind of gradation (namely forward-or backward-gradedness) …

Modeling missing data in knowledge space theory.

D de Chiusole, L Stefanutti, P Anselmi… - Psychological …, 2015 - psycnet.apa.org
Missing data are a well known issue in statistical inference, because some responses may
be missing, even when data are collected carefully. The problem that arises in these cases …

Empirical indistinguishability: From the knowledge structure to the skills

A Spoto, L Stefanutti - British Journal of Mathematical and …, 2023 - Wiley Online Library
Recent literature has pointed out that the basic local independence model (BLIM) when
applied to some specific instances of knowledge structures presents identifiability issues …

Markov solution processes: Modeling human problem solving with procedural knowledge space theory

L Stefanutti, D de Chiusole, A Brancaccio - Journal of Mathematical …, 2021 - Elsevier
Stefanutti (2019) recently developed procedures and a related theory for deriving learning
spaces from problem spaces. The approach provides a deterministic model for partially …