{"title":"基于关联规则挖掘的学生数学考试成绩关联分析","authors":"SungSik Park, Young B. Park","doi":"10.1109/PLATCON.2018.8472756","DOIUrl":null,"url":null,"abstract":"With the development of computers, the amount of data is rapidly increasing as it is able to process larger amounts of data than in the past. Data mining technology is finding its way to finding meaningful data in a lot of data. Data mining methods include classification, clustering, and association analysis. In this study, we use apriori algorithm, one of the association rule search methods, to analyze the relationship between mathematics scores and problem solving patterns of students through mathematics test data of students. Through the association rule search, the data belonging to the specific score category were able to analyze the correlation of the solution pattern to the specific problem.","PeriodicalId":231523,"journal":{"name":"2018 International Conference on Platform Technology and Service (PlatCon)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":"{\"title\":\"Analysis of Association Between Students' Mathematics Test Results Using Association Rule Mining\",\"authors\":\"SungSik Park, Young B. Park\",\"doi\":\"10.1109/PLATCON.2018.8472756\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"With the development of computers, the amount of data is rapidly increasing as it is able to process larger amounts of data than in the past. Data mining technology is finding its way to finding meaningful data in a lot of data. Data mining methods include classification, clustering, and association analysis. In this study, we use apriori algorithm, one of the association rule search methods, to analyze the relationship between mathematics scores and problem solving patterns of students through mathematics test data of students. Through the association rule search, the data belonging to the specific score category were able to analyze the correlation of the solution pattern to the specific problem.\",\"PeriodicalId\":231523,\"journal\":{\"name\":\"2018 International Conference on Platform Technology and Service (PlatCon)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"6\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 International Conference on Platform Technology and Service (PlatCon)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/PLATCON.2018.8472756\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 International Conference on Platform Technology and Service (PlatCon)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PLATCON.2018.8472756","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Analysis of Association Between Students' Mathematics Test Results Using Association Rule Mining
With the development of computers, the amount of data is rapidly increasing as it is able to process larger amounts of data than in the past. Data mining technology is finding its way to finding meaningful data in a lot of data. Data mining methods include classification, clustering, and association analysis. In this study, we use apriori algorithm, one of the association rule search methods, to analyze the relationship between mathematics scores and problem solving patterns of students through mathematics test data of students. Through the association rule search, the data belonging to the specific score category were able to analyze the correlation of the solution pattern to the specific problem.