{"title":"高效用稀有物项集开采综述","authors":"Zhang Wenbo, Kanika Middha, Jeetesh Kumar Jain","doi":"10.21742/IJSBT.2015.3.2.03","DOIUrl":null,"url":null,"abstract":"In this paper, a survey about the basic data mining and its related fields like association rule mining has been undertaken. In our daily life, we come across a lot many things that have profit (external utility) value greater than the other itemsets in the database. Thus, a new concept that needs new work done is utility mining. Rare itemsets have been explained that are used for the mining of the items having utiliy vlue less than the threshold but are of great use. A brief literature survey is given so as to show the work done in this field till date.","PeriodicalId":448069,"journal":{"name":"International Journal of Smart Business and Technology","volume":"35 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"A Survey on High Utility Rare Itemset Mining\",\"authors\":\"Zhang Wenbo, Kanika Middha, Jeetesh Kumar Jain\",\"doi\":\"10.21742/IJSBT.2015.3.2.03\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, a survey about the basic data mining and its related fields like association rule mining has been undertaken. In our daily life, we come across a lot many things that have profit (external utility) value greater than the other itemsets in the database. Thus, a new concept that needs new work done is utility mining. Rare itemsets have been explained that are used for the mining of the items having utiliy vlue less than the threshold but are of great use. A brief literature survey is given so as to show the work done in this field till date.\",\"PeriodicalId\":448069,\"journal\":{\"name\":\"International Journal of Smart Business and Technology\",\"volume\":\"35 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-05-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Smart Business and Technology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.21742/IJSBT.2015.3.2.03\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Smart Business and Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.21742/IJSBT.2015.3.2.03","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
In this paper, a survey about the basic data mining and its related fields like association rule mining has been undertaken. In our daily life, we come across a lot many things that have profit (external utility) value greater than the other itemsets in the database. Thus, a new concept that needs new work done is utility mining. Rare itemsets have been explained that are used for the mining of the items having utiliy vlue less than the threshold but are of great use. A brief literature survey is given so as to show the work done in this field till date.