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DINO模型×认知诊断计算机化自适应测试×
领域心理测量学心理测量学
方法族Latent structureLatent structure
起源年份20062007
提出者James Templin, Russell HensonXueli Xu, Jean-Paul Fox
类型Disjunctive latent class modelSkill-adaptive testing with psychometric diagnostic classification
开创性文献Templin, J., & Henson, R. A. (2006). Measurement of psychological disorders using cognitive diagnosis models. Psychological Methods, 11(3), 287-305. DOI ↗Choi, K. M., Lee, Y. S., & Park, Y. S. (2015). What CDM can tell about examinees' strengths and weaknesses: Cognitive diagnostic information in TIMSS. Journal of Educational Evaluation for Policy Analysis, 24(1), 79-100. link ↗
别名DINOCD-CAT
相关45
摘要The DINO Model (Deterministic Inputs, Noisy Outputs—Disjunctive) is a cognitive diagnostic model that relaxes DINA's conjunctive (AND) skill requirement logic. DINO assumes an examinee only needs to master one of multiple possible skill pathways to answer an item correctly, making it suitable for scenarios where skills are substitutable or alternative routes to success exist.Cognitive Diagnostic Computerized Adaptive Testing (CD-CAT) combines computerized adaptive testing (CAT) with cognitive diagnostic models (CDMs) to efficiently assess students' specific skill profiles. Rather than producing a single overall ability score, CD-CAT adaptively selects items to quickly identify which skills a student has mastered and which need development.
ScholarGate数据集
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ScholarGate方法对比: DINO Model · Cognitive Diagnostic Computerized Adaptive Testing. 于 2026-06-18 检索自 https://scholargate.app/zh/compare