Knowledge Component Modeling

Knowledge Component Modeling is a systematic framework in Computer-Based Science Assessment that identifies and structures the discrete cognitive elements or competencies required for domain-specific problem solving, distinguishing it from broader assessment models by its focus on fine-grained, interpretable representations of knowledge.

Publications

1.4K

Citations

Authors

Institutions

Publications per year

2017–2026

Parents

Computer-based Science Assessment

Publications

Addressing two problems in deep knowledge tracing via prediction-consistent regularization

Chun-Kit Yeung, Dit‐Yan Yeung · 2018 · 327 citations

Computing, Computer Science, Intelligent Tutoring Systems +12

Is Over Practice Necessary? --Improving Learning Efficiency with the Cognitive Tutor through Educational Data Mining

Hao Cen, Kenneth R. Koedinger, Brian W. Junker · 2007 · 94 citations

Education, Curriculum, Educational Technology +13

The knowledge level reinterpreted: Modeling how systems interact

William J. Clancey · Machine Learning · 1989 · 82 citations · Full text

Engineering, Knowledge Management, Systems Engineering +12

Instructional Factors Analysis: A Cognitive Model For Multiple Instructional Interventions

Min Chi, Kenneth R. Koedinger, Geoffrey J. Gordon · PubMed · 2018 · 72 citations · Full text

Education, Educational Psychology, Instruction +10

Reducing the Knowledge Tracing Space

STEVE RITTER, Thomas K. Harris, Tristan Nixon et al. · Educational Data Mining · 2009 · 57 citations

Education, Teaching, Intelligent Tutoring Systems +13

1–5 of 41

Authors

KR
Kenneth R. Koedinger
Carnegie Mellon University, United States
4 publications · 198 citations
4
h-index
RP
Radek Pelánek
Masaryk University, Czechia
3 publications · 62 citations
3
h-index
NT
Neil T. Heffernan
Worcester Polytechnic Institute, United States
2 publications · 58 citations
2
h-index
MA
Mark A. Musen
Stanford University, United States
2 publications · 45 citations
2
h-index
JŘ
Jiří Řihák
Masaryk University, Czechia
2 publications · 45 citations
2
h-index

1–5 of 98

Institutions

1–8 of 41

Venues

Educational Data Mining
Conference · 2 publications · 69 citations
2
h-index
Expert Systems with Applications
1 publications · 10 citations
1
h-index
VUBIR (Vrije Universiteit Brussel)
Repository · 1 publications · 23 citations
1
h-index
Future Generation Computer Systems
FGCS · 1 publications · 11 citations
1
h-index
International Joint Conference on Artificial Intelligence
Conference · 1 publications · 11 citations
1
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1–5