{"corpus_id":67422542,"paper_sha":"5afc44d1bfb78166dd4d7af14d615ddd10dfa8cc","doi":"10.2991/ncce-18.2018.28","arxiv_id":null,"pmid":null,"pmcid":null,"mag_id":2809584258,"dblp_id":null,"acl_id":null,"title":"Recommender System for Books in University Library with Implicit Data","year":2018,"publication_date":"2018-05-01","venue":"","journal":{"name":"","pages":null,"volume":""},"journal_issn":null,"journal_title":null,"publication_types":["Review"],"pubmed_pub_types":null,"s2_fields_of_study":["Computer Science"],"reference_count":7,"citation_count":3,"influential_citation_count":0,"is_open_access":false,"arxiv_categories":null,"arxiv_license":null,"arxiv_journal_ref":null,"mesh_headings":null,"chemicals":null,"comments_corrections":null,"source_flags":1,"s2_open_access_pdf_url":null,"s2_open_access_landing_url":null,"s2_open_access_license":null,"s2_open_access_status":null,"pmc_open_access_pdf_url":null,"pmc_open_access_landing_url":null,"pmc_open_access_license":null,"pmc_open_access_status":null,"unpaywall_open_access_pdf_url":null,"unpaywall_open_access_landing_url":null,"unpaywall_open_access_license":null,"unpaywall_open_access_status":null,"abstract":"Recommender system is a very important tool to help customers make choices more easily in a large variety of offered products. However, it is difficult to make directly use of the recommender system to provide suggestion for the traditional books in a library because of the shortage of the explicit feedback, like readers’ rating, reviews etc. We propose a model that transfers the implicit data of readers borrow history to explicit data and apply the SVD++ algorithm in the recommender system.","claims":[{"public_id":"cl_73c8c2f222de7b62beac5c8a4095aadc","status":"active","text":"A proposed model transfers the implicit data of readers' borrow history into explicit data for use in a library recommender system.","confidence":0.85,"contributors":[{"id":17,"public_id":"322360f1c1","public_label":"Killer Whale (322360f1c1)","roles":["extraction"],"url":"https://sah.borca.ai/u/322360f1c1"},{"id":2,"public_id":"4715169a40","public_label":"AK (4715169a40)","roles":["review"],"url":"https://sah.borca.ai/u/4715169a40"},{"id":1165,"public_id":"ezd9qvkvax","public_label":"The Reverser‮ 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