[1]李元白,曾平飞,杨亚坤,等.一种非参数的多策略方法:多策略的海明距离判别法[J].江西师范大学学报(自然科学版),2018,(01):67-73.[doi:10.16357/j.cnki.issn1000-5862.2018.01.12]
　LI Yuanbai,ZENG Pingfei,YANG Yakun,et al.The Formulation of Multiple-Strategies Hamming Distance Discrimination[J].Journal of Jiangxi Normal University:Natural Science Edition,2018,(01):67-73.[doi:10.16357/j.cnki.issn1000-5862.2018.01.12]
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一种非参数的多策略方法:多策略的海明距离判别法()
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《江西师范大学学报》（自然科学版）[ISSN:1006-6977/CN:61-1281/TN]

卷:
期数:
2018年01期
页码:
67-73
栏目:
心理与教育测量
出版日期:
2018-02-20

文章信息/Info

Title:
The Formulation of Multiple-Strategies Hamming Distance Discrimination
文章编号:
1000-5862(2018)01-0067-07
作者:
李元白; 曾平飞; 杨亚坤; 康春花*
浙江师范大学教师教育学院,浙江 金华 321004
Author(s):
LI Yuanbai; ZENG Pingfei; YANG Yakun; KANG Chunhua*
College of Teacher Education,Zhejiang Normal University,Jinhua Zhejiang 321004,China
关键词:
认知诊断;  多策略;  海明距离判别法;  判准率
Keywords:
cognitive diagnosis;  multiple-strategies;  Hamming Distance Discrimination;  PMR
分类号:
B 841.7
DOI:
10.16357/j.cnki.issn1000-5862.2018.01.12
文献标志码:
A
摘要:
将单策略汉明距离判别法(SS-HDD)拓展至多策略情境(MS-HDD),并通过多因素的模拟设计及与已有研究的比较,考察其精确性与适宜性.研究结果表明:1)MS-HDD构建思路简洁,无需前提假设和参数估计,计算简便; 2)单策略情境:MS-HDD与SS-HDD具有等同的判别效果,且判准率均高于相同条件下的广义距离模型(GDD)和多策略广义距离模型(MSCD); 3)多策略情境:MS-HDD具有与MSCD相当的PMR和SMR,MS-HDD可适于多策略测验情境.
Abstract:
The purpose of the paper is to formulate a nonparametric multiple-strategies cognitive diagnosis discrimination method,which called Multiple-Strategies Hamming Distance Discrimination(MS-HDD),to estimate examinees' knowledge states that generated in multiple-strategies of problem solving.The results show that under the single-strategy testing situation,all of the SMR,AAMR and the PMR of MS-HDD method are as similar as SS-HDD's results.Under the multiple-strategies testing situation,the MS-HDD leads to more accuracy in these indexes than the SS-HDD.Under the multiple-strategies testing situation,MS-HDD is compared with MSCD,and the result show that MS-HDD has more better performance than MSCD when the random slip is growing.All in all,the method that extends the SS-HDD method to all for multiple-strategies of problem solving,which is called MS-HDD,was suited to multiple-strategies testing situation and could be accepted in our practical application.

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备注/Memo

备注/Memo:
收稿日期:2017-05-17
基金项目:教育部人文社会科学研究规划基金(16YJA190002)资助项目.
通信作者:康春花(1974-),女,江西弋阳人,副教授,博士,主要从事心理测量与评价方面的研究.E-mail:akang@zjnu.cn
更新日期/Last Update: 2018-02-20