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Teori Ruang Pengetahuan×Model Diagnosis Kognitif (DINA / G-DINA)×
BidangAnalitik PendidikanPsikometrik
KeluargaMachine learningLatent structure
Tahun asal19852011
PengasasJean-Paul Doignon & Jean-Claude FalmagneJimmy de la Torre
JenisCombinatorial knowledge assessment frameworkLatent variable diagnostic classification model
Sumber perintisDoignon, J.-P., & Falmagne, J.-C. (1985). Spaces for the assessment of knowledge. International Journal of Man-Machine Studies, 23(2), 175–196. DOI ↗de la Torre, J. (2011). The generalized DINA model framework. Psychometrika, 76(2), 179–199. DOI ↗
AliasKST, Knowledge Structures, Competence-Based Knowledge Space Theory, Bilgi Uzayı TeorisiDiagnostic Classification Model, Skills Assessment Model, Attribute Mastery Model, Bilişsel Tanı Modeli
Berkaitan32
RingkasanKnowledge Space Theory (KST) is a combinatorial, set-theoretic framework for modeling and assessing human knowledge, introduced by Jean-Paul Doignon and Jean-Claude Falmagne in 1985. It represents a learner's competence as a subset of a problem domain, organizes all feasible competence subsets into a lattice called a knowledge space, and uses probabilistic inference to locate a learner within that space. The approach underlies adaptive testing and intelligent tutoring systems, offering a mathematically rigorous alternative to classical test theory.Cognitive Diagnosis Models (CDMs) are a family of latent variable models designed to classify examinees according to their mastery of a set of discrete cognitive attributes or skills. The Generalized DINA (G-DINA) framework, introduced by Jimmy de la Torre in 2011, provides a unifying structure that encompasses many specific CDMs — including the DINA, DINO, ACDM, and LLM models — as special cases, enabling fine-grained diagnostic feedback beyond a single total score.
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ScholarGateBandingkan kaedah: Knowledge Space Theory · Cognitive Diagnosis Model. Dicapai 2026-06-18 daripada https://scholargate.app/ms/compare