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.

Last updated 24 days ago

3.43 score 2 stars 1 dependents 15 scripts 277 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.

Last updated 2 years ago

3.36 score 6 stars 38 scripts 356 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', 'CDSS', 'pks', or 'DAKS' packages.

Last updated 1 months ago

2.00 score 8 scripts 320 downloads

CDSS - Course-Dependent Skill Structures

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

Last updated 1 years ago

1.00 score 136 downloads