{"title":"一种自适应在线学习测试系统","authors":"Cao Sheng, Bi Bingwei, Zou Jiecheng","doi":"10.1145/3178158.3178187","DOIUrl":null,"url":null,"abstract":"In the context of promoting personalized Internet education, the latest achievements on pedagogy and psychology are applied to the burgeoning computer online learning testing methods in this research. Compared with the traditional way, we propose a novel adaptive selection strategy of examination questions, and adopt the Monte Carlo simulation algorithm to validate the effectiveness of our new method in the following aspects, including item exposure rate, testing library average exposure rate, testing accuracy and testing efficiency, which shows that new strategy achieves better ability distinction from different levels of learners. So we provide a new way for learners to carry out personalized online learning ability testing.","PeriodicalId":213847,"journal":{"name":"Proceedings of the 6th International Conference on Information and Education Technology","volume":"40 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"An adaptive online learning testing system\",\"authors\":\"Cao Sheng, Bi Bingwei, Zou Jiecheng\",\"doi\":\"10.1145/3178158.3178187\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In the context of promoting personalized Internet education, the latest achievements on pedagogy and psychology are applied to the burgeoning computer online learning testing methods in this research. Compared with the traditional way, we propose a novel adaptive selection strategy of examination questions, and adopt the Monte Carlo simulation algorithm to validate the effectiveness of our new method in the following aspects, including item exposure rate, testing library average exposure rate, testing accuracy and testing efficiency, which shows that new strategy achieves better ability distinction from different levels of learners. So we provide a new way for learners to carry out personalized online learning ability testing.\",\"PeriodicalId\":213847,\"journal\":{\"name\":\"Proceedings of the 6th International Conference on Information and Education Technology\",\"volume\":\"40 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-01-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 6th International Conference on Information and Education Technology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3178158.3178187\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 6th International Conference on Information and Education Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3178158.3178187","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
In the context of promoting personalized Internet education, the latest achievements on pedagogy and psychology are applied to the burgeoning computer online learning testing methods in this research. Compared with the traditional way, we propose a novel adaptive selection strategy of examination questions, and adopt the Monte Carlo simulation algorithm to validate the effectiveness of our new method in the following aspects, including item exposure rate, testing library average exposure rate, testing accuracy and testing efficiency, which shows that new strategy achieves better ability distinction from different levels of learners. So we provide a new way for learners to carry out personalized online learning ability testing.