Oleg S. Kolobov, A. Knyazeva, Y. Leonova, I. Turchanovsky
{"title":"个性化数字化服务,以图书馆推荐服务为例","authors":"Oleg S. Kolobov, A. Knyazeva, Y. Leonova, I. Turchanovsky","doi":"10.33186/978-5-85638-247-0-2022-35-40","DOIUrl":null,"url":null,"abstract":"The possibility of designing recommendation system for library e-catalog as a recommendation service is examined. Several options for recommendations were considered, i.e. collaborative filtering method and content-based recommendations. The findings were used for building the recommendation service based on two recommendation algorithms – document-based collaborative filtering and content-based recommendations. Anonymized data on fulfilled orders and library’s e-catalog data are used as input data for recommendation system.","PeriodicalId":105099,"journal":{"name":"Information technologies, computer systems and publications for libraries: Proceedings of the Twenty Fifth International Conference and Exhibition «LIBCOM-2021»","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Personalizing digital services as exemplified by library recommendation service\",\"authors\":\"Oleg S. Kolobov, A. Knyazeva, Y. Leonova, I. Turchanovsky\",\"doi\":\"10.33186/978-5-85638-247-0-2022-35-40\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The possibility of designing recommendation system for library e-catalog as a recommendation service is examined. Several options for recommendations were considered, i.e. collaborative filtering method and content-based recommendations. The findings were used for building the recommendation service based on two recommendation algorithms – document-based collaborative filtering and content-based recommendations. Anonymized data on fulfilled orders and library’s e-catalog data are used as input data for recommendation system.\",\"PeriodicalId\":105099,\"journal\":{\"name\":\"Information technologies, computer systems and publications for libraries: Proceedings of the Twenty Fifth International Conference and Exhibition «LIBCOM-2021»\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Information technologies, computer systems and publications for libraries: Proceedings of the Twenty Fifth International Conference and Exhibition «LIBCOM-2021»\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.33186/978-5-85638-247-0-2022-35-40\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Information technologies, computer systems and publications for libraries: Proceedings of the Twenty Fifth International Conference and Exhibition «LIBCOM-2021»","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.33186/978-5-85638-247-0-2022-35-40","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Personalizing digital services as exemplified by library recommendation service
The possibility of designing recommendation system for library e-catalog as a recommendation service is examined. Several options for recommendations were considered, i.e. collaborative filtering method and content-based recommendations. The findings were used for building the recommendation service based on two recommendation algorithms – document-based collaborative filtering and content-based recommendations. Anonymized data on fulfilled orders and library’s e-catalog data are used as input data for recommendation system.