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kstMatrix - Basic Functions in Knowledge Space Theory Using Matrix Representation

Knowledge space theory by Doignon and Falmagne (1999) <doi:10.1007/978-3-642-58625-5> is a set- and order-theoretical framework, which proposes mathematical formalisms to operationalize knowledge structures in a particular domain. The 'kstMatrix' package provides basic functionalities to generate, handle, and manipulate knowledge structures and knowledge spaces. Opposed to the 'kst' package, 'kstMatrix' uses matrix representations for knowledge structures. Furthermore, 'kstMatrix' contains several knowledge spaces developed by the research group around Cornelia Dowling through querying experts.

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4.07 score 2 stars 1 dependents 22 scripts 668 downloads

kst - Knowledge Space Theory

Knowledge space theory by Doignon and Falmagne (1999) <doi:10.1007/978-3-642-58625-5> is a set- and order-theoretical framework, which proposes mathematical formalisms to operationalize knowledge structures in a particular domain. The 'kst' package provides basic functionalities to generate, handle, and manipulate knowledge structures and knowledge spaces.

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3.26 score 6 stars 30 scripts 651 downloads

kstIO - Knowledge Space Theory Input/Output

Knowledge space theory by Doignon and Falmagne (1999) <doi:10.1007/978-3-642-58625-5> is a set- and order-theoretical framework which proposes mathematical formalisms to operationalize knowledge structures in a particular domain. The 'kstIO' package provides basic functionalities to read and write KST data from/to files to be used together with the 'kst', 'kstMatrix', 'pks', or 'DAKS' packages.

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2.48 score 9 scripts 596 downloads

CbKST - Competence-Based Knowledge Space Theory

Competence-based knowledge space theory (CbKST) is an extension of knowledge space theory (KST) modeling the latent skills and competencies underlying the observable response behaviour as described by Heller & Stefanutti (2024) <doi:10.1142/9789811280481_0001>. The package focuses on the mappings between competence and performance ledvel (skill (multi) map, problem function etc.).

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2.00 score

CDSS - Course-Dependent Skill Structures

Deriving skill structures from skill assignment data for courses (sets of learning objects).

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2.00 score 2 scripts 500 downloads