{"title":"基于用户偏好的科技文献推荐模型研究","authors":"Xuefeng Li, Baowen Sun","doi":"10.1109/ICMECG.2012.67","DOIUrl":null,"url":null,"abstract":"How to describe the features of users 'literature searching behavior has much more influences upon the efficiency of literature recommendation. Based on analyzing three key literature searching behavior, we assign several weight for those behavior so as to evaluate users' preferences. And then propose a user preference based recommendation model. Through simulation experiment, it is proved that our model had good performance and could improve the literature service quality effectively.","PeriodicalId":276201,"journal":{"name":"2012 International Conference on Management of e-Commerce and e-Government","volume":"11 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Research on Recommendation Model of Technology Literature Based on User Preference\",\"authors\":\"Xuefeng Li, Baowen Sun\",\"doi\":\"10.1109/ICMECG.2012.67\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"How to describe the features of users 'literature searching behavior has much more influences upon the efficiency of literature recommendation. Based on analyzing three key literature searching behavior, we assign several weight for those behavior so as to evaluate users' preferences. And then propose a user preference based recommendation model. Through simulation experiment, it is proved that our model had good performance and could improve the literature service quality effectively.\",\"PeriodicalId\":276201,\"journal\":{\"name\":\"2012 International Conference on Management of e-Commerce and e-Government\",\"volume\":\"11 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-10-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 International Conference on Management of e-Commerce and e-Government\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICMECG.2012.67\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 International Conference on Management of e-Commerce and e-Government","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMECG.2012.67","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Research on Recommendation Model of Technology Literature Based on User Preference
How to describe the features of users 'literature searching behavior has much more influences upon the efficiency of literature recommendation. Based on analyzing three key literature searching behavior, we assign several weight for those behavior so as to evaluate users' preferences. And then propose a user preference based recommendation model. Through simulation experiment, it is proved that our model had good performance and could improve the literature service quality effectively.