{"title":"基于关联规则挖掘的大型数据库查询优化","authors":"S. Bagui, Mohammad Islam","doi":"10.1145/1900008.1900123","DOIUrl":null,"url":null,"abstract":"In this paper, we describe an architecture to show how data mining techniques like association rule mining, based on the semantic knowledge of the database, can be used to partition data into views, which can then aid in the query optimization process.","PeriodicalId":333104,"journal":{"name":"ACM SE '10","volume":"63 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Query optimization in large databases using association rule mining\",\"authors\":\"S. Bagui, Mohammad Islam\",\"doi\":\"10.1145/1900008.1900123\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we describe an architecture to show how data mining techniques like association rule mining, based on the semantic knowledge of the database, can be used to partition data into views, which can then aid in the query optimization process.\",\"PeriodicalId\":333104,\"journal\":{\"name\":\"ACM SE '10\",\"volume\":\"63 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2010-04-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACM SE '10\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/1900008.1900123\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACM SE '10","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/1900008.1900123","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Query optimization in large databases using association rule mining
In this paper, we describe an architecture to show how data mining techniques like association rule mining, based on the semantic knowledge of the database, can be used to partition data into views, which can then aid in the query optimization process.