{"title":"爬虫智能与机器学习和数据挖掘集成","authors":"Abhiraj Darshakar","doi":"10.1109/PERVASIVE.2015.7087203","DOIUrl":null,"url":null,"abstract":"This paper presents a study conducted on intelligent crawlers used in search engines, competitive intelligence etc. Data mining algorithms identified by IEEE International Conference on Data Mining (ICDM) were used to aid machine learning and introduce intelligence into the crawler. A statistical analysis of performance of intelligent crawler is presented in this paper. Further in this paper the data mining algorithms are compared on basis of usability in crawlers.","PeriodicalId":442000,"journal":{"name":"2015 International Conference on Pervasive Computing (ICPC)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Crawler intelligence with machine learning and Data Mining integration\",\"authors\":\"Abhiraj Darshakar\",\"doi\":\"10.1109/PERVASIVE.2015.7087203\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents a study conducted on intelligent crawlers used in search engines, competitive intelligence etc. Data mining algorithms identified by IEEE International Conference on Data Mining (ICDM) were used to aid machine learning and introduce intelligence into the crawler. A statistical analysis of performance of intelligent crawler is presented in this paper. Further in this paper the data mining algorithms are compared on basis of usability in crawlers.\",\"PeriodicalId\":442000,\"journal\":{\"name\":\"2015 International Conference on Pervasive Computing (ICPC)\",\"volume\":\"27 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-04-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 International Conference on Pervasive Computing (ICPC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/PERVASIVE.2015.7087203\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 International Conference on Pervasive Computing (ICPC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PERVASIVE.2015.7087203","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Crawler intelligence with machine learning and Data Mining integration
This paper presents a study conducted on intelligent crawlers used in search engines, competitive intelligence etc. Data mining algorithms identified by IEEE International Conference on Data Mining (ICDM) were used to aid machine learning and introduce intelligence into the crawler. A statistical analysis of performance of intelligent crawler is presented in this paper. Further in this paper the data mining algorithms are compared on basis of usability in crawlers.