{"id":"https://openalex.org/W4406524933","doi":"https://doi.org/10.1109/asid63618.2024.10839670","title":"Optimization of the Book Recommendation System Based on Collaborative Filtering","display_name":"Optimization of the Book Recommendation System Based on Collaborative Filtering","publication_year":2024,"publication_date":"2024-11-01","ids":{"openalex":"https://openalex.org/W4406524933","doi":"https://doi.org/10.1109/asid63618.2024.10839670"},"language":"en","primary_location":{"id":"doi:10.1109/asid63618.2024.10839670","doi":"https://doi.org/10.1109/asid63618.2024.10839670","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asid63618.2024.10839670","pdf_url":null,"source":{"id":"https://openalex.org/S7407086272","display_name":"IEEE International Conference on Anti-counterfeiting, Security, and Identification (ASID)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 18th International Conference on Anti-counterfeiting, Security, and Identification (ASID)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100384294","display_name":"Ling Cheng","orcid":"https://orcid.org/0000-0002-2834-9728","observed_orcids":["https://orcid.org/0000-0002-2834-9728"]},"institutions":[{"id":"https://openalex.org/I4405280430","display_name":"Xiamen Institute of Technology","ror":"https://ror.org/02xy8hd84","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405280430"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ling Cheng","raw_affiliation_strings":["Xiamen Institute of Technology&#x2019; s Library,Xiamen"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xiamen Institute of Technology&#x2019; s Library,Xiamen","institution_ids":["https://openalex.org/I4405280430"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100384294"],"corresponding_institution_ids":["https://openalex.org/I4405280430"],"apc_list":null,"apc_paid":null,"fwci":0.8019,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75805928,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"32","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14435","display_name":"Information Retrieval and Data Mining","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/book-recommendation-system","display_name":"book recommendation system","score":0.9300000071525574},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"collaborative filtering","score":1.0},{"id":"https://openalex.org/keywords/content-based-recommendation","display_name":"content-based recommendation","score":0.9229999780654907},{"id":"https://openalex.org/keywords/hybrid-recommendation","display_name":"hybrid recommendation","score":0.8930000066757202},{"id":"https://openalex.org/keywords/cold-start","display_name":"cold start","score":0.9919999837875366},{"id":"https://openalex.org/keywords/data-sparsity","display_name":"data sparsity","score":0.9819999933242798},{"id":"https://openalex.org/keywords/user-preference-modeling","display_name":"user preference modeling","score":0.6629999876022339},{"id":"https://openalex.org/keywords/history-of-reading","display_name":"history of reading","score":0.6690000295639038}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7091397047042847},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.6359418630599976},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6350913643836975},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.30836963653564453}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/asid63618.2024.10839670","doi":"https://doi.org/10.1109/asid63618.2024.10839670","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asid63618.2024.10839670","pdf_url":null,"source":{"id":"https://openalex.org/S7407086272","display_name":"IEEE International Conference on Anti-counterfeiting, Security, and Identification (ASID)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 18th International Conference on Anti-counterfeiting, Security, and Identification (ASID)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2605350416","https://openalex.org/W2963367478","https://openalex.org/W3014781800","https://openalex.org/W3045200674","https://openalex.org/W3208747044","https://openalex.org/W6784547256"],"related_works":["https://openalex.org/W2772628444","https://openalex.org/W2735929803","https://openalex.org/W4220714703","https://openalex.org/W1484355083","https://openalex.org/W3008845055","https://openalex.org/W2098758514","https://openalex.org/W4376854386","https://openalex.org/W2202724490","https://openalex.org/W2508671622","https://openalex.org/W2556532874"],"abstract_inverted_index":{"A":[0],"book":[1,78,85,144],"recommendation":[2,86,93,98,102,120,145,167],"system":[3,7,24,46,87,94,103,121,146],"is":[4,88],"a":[5],"software":[6],"that":[8,17,53,136],"uses":[9],"computer":[10],"technology":[11],"and":[12,29,39,41,59,66,68,95,112,130,156,171],"algorithms":[13],"to":[14,76,124],"recommend":[15,42],"books":[16,52,106,123],"readers":[18,49,125],"may":[19],"be":[20,134,175],"interested":[21,56],"in.":[22],"The":[23,100,117],"can":[25,47,69,174],"identify":[26],"readers'":[27],"preferences":[28,38],"needs":[30],"by":[31,107,126],"analyzing":[32,108],"data":[33,157],"on":[34,148],"their":[35,128],"reading":[36,64],"history,":[37],"behaviors,":[40],"related":[43],"books.":[44,116],"This":[45],"help":[48,71],"find":[50],"the":[51,63,84,109,143,165],"they":[54],"are":[55,138],"in":[57,142],"faster":[58],"more":[60],"accurately,":[61],"improve":[62],"experience":[65],"efficiency,":[67],"also":[70],"libraries":[72],"or":[73,80],"online":[74],"bookstores":[75],"increase":[77],"borrowing":[79],"sales.":[81],"At":[82],"present,":[83],"mainly":[89],"divided":[90],"into":[91],"content-based":[92,101,169],"collaborative":[96,118,149],"filtering":[97,119],"system.":[99],"recommends":[104,122],"similar":[105],"attributes,":[110],"themes":[111],"content":[113],"characteristics":[114],"of":[115],"comparing":[127],"behavior":[129],"preferences.":[131],"It":[132],"should":[133],"noted":[135],"there":[137],"some":[139],"potential":[140],"problems":[141,159],"based":[147],"filtering,":[150],"such":[151],"as":[152],"cold":[153],"start":[154],"problems,":[155,164],"sparsity":[158],"etc.":[160],"To":[161],"solve":[162],"these":[163],"hybrid":[166],"algorithm,":[168],"recommendation,":[170],"other":[172],"methods":[173],"improved.":[176]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-10-05T09:50:58.205359","created_date":"2025-10-10T00:00:00"}
