基于G-AHM模型的群体水平评估认知诊断模型研究Research on group-level evaluation cognitive diagnosis model based on G-AHM model
王郁
摘要(Abstract):
为了解决群体认知诊断评估中以个体为诊断对象所导致的判据不直观且单一,难以针对性进行补救教学,以及评估误差大,评估过程所需的时间、物力及人力成本较高等问题。基于G-AHM模型,研究并开发了一种群体水平评估的认知诊断模型。该模型使用贝叶斯和相似度判别法,并结合GIRT、认知诊断模型的特点,具有诊断成本低、误差小等优点。经Monte Carlo模拟仿真和实证测试后发现,该认知诊断模型对群体水平认知诊断的效果良好,能够为相关高校群体心理健康水平评估认知诊断模型的研究与开发提供支持。
关键词(KeyWords): G-AHM;群体水平评估;认知诊断;心理健康;Monte Carlo模拟;贝叶斯
基金项目(Foundation):
作者(Author): 王郁
DOI: 10.16652/j.issn.1004-373x.2018.10.027
参考文献(References):
- [1]TATSUOKA K K,CORTER J E,TATSUOKA C.Patterns of diagnosed mathematical content and process skills in TIMSS-R across a sample of 20 countries[J].American educational research journal,2004,41(4):901-926.
- [2]BIRENBAUM M,TATSUOKA C,YAMADA T.Diagnostic assessment in TIMSS-R:between-countries and within-country comparisons of eighth graders′mathematics performance[J].Studies in educational evaluation,2014,30(2):151-173.
- [3]CARMI A Y,MOSKOVICH D.Computing with coloured tangles[J/OL].[2015-07-21].https://arxiv.org/pdf/1408.2685v3.pdf.
- [4]HLINKA O,SLUCIAK O,HLAWATSCH F,et al.Distributed data fusion using iterative covariance intersection[C]//Proceedings of IEEE International Conference on Acoustics,Speech and Signal Processing.Florence:IEEE,2014,29:1861-1865.
- [5]LINDEN W J,HAMBLETON R K.Handbook of modern item response theory[M].New York:Springer,1997.
- [6]MISLEVY R J.Item response models for grouped data[J].Journal of educational statistics,1983,8(4):271-288.
- [7]TATSUOKA K K.Cognitive assessment:an introduction to the rule space method[M].Abingdon:Routledge,2009.
- [8]LEIGHTON J P,GIERL M J,HUNKA S M.The attribute hierarchy method for cognitive assessment:a variation on tatsuoka′s rule-space approach[J].Journal of educational measurement,2010,41(3):205-237.
- [9]MOSKOVICH D,CARMI A Y.Tales told by coloured tangles[J].International journal of unconventional computing,2015,12(1):1-29.
- [10]毛秀珍.基于属性掌握概率的认知诊断模型[J].四川师范大学学报(自然科学版),2014,37(3):437-443.MAO Xiuzhen.The attribute mastery probability cognitive diagnostic model[J].Journal of Sichuan Normal University(Natural science),2014,37(3):437-443.
- [11]周骏,徐淑媛,董圣鸿.以实质心理学为基础的评估:认知诊断[J].心理学探新,2011,31(3):265-269.ZHOU Jun,XU Shuyuan,DONG Shenghong.The assessment based on substantive psychology:cognitive diagnosis[J].Psychological exploration,2011,31(3):265-269.
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