{“id”:“https://openalex.org/W1947880380“,”doi“:”https://doi.org/10.1007/978-3-319-23525-7_1“,”title“:”BoostMF:协作排名的增强矩阵分解“,”display_name“:”BoostMF:合作排名的增强列表分解“,“publication_year”:2015,”publication_date“:”2015-01-01“,”ids“:{”openalex“:”https://openalex.org/W1947880380“,”doi“:”https://doi.org/10.1007/978-3-319-2325-7_1“,”mag“:”1947880380“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://doi.org/10.1007/978-3-319-2325-7_1,“pdf_url”:https://link.springer.com/content/pdf/10.1007/978-3-319-2325-7_1.pdf,“源”:{“id”:https://openalex.org/S106296714“,”“display_name”“:”“计算机科学课堂讲稿”“,”issn_l“:”0302-9743“,”isn“:[”0302-7743“、”1611-3349“],”is_oa“:false,”is_in_doaj“:false,”host_organization“:”https://openalex.org/P4310318900“,”“host_organization_name”:“Springer Science+Business Media”,“host_organization_lineage”:[“https://openalex.org/P431031965","https://openalex.org/P4310318900“],”host_organization_lineage_names“:[”Springer Nature“,”Springer-Science+Business Media“],“type”:“book-series”},“license”:null,“licence_id”:nul,“version”:“publishedVersion”,“is_accepted”:true,“is_published”:true},”type“:”book-chapter“,”type_crossref“:美国“:”铜牌“,”oaurl“:”https://link.springer.com/content/pdf/10.1007/978-3-319-2325-7_1.pdf“,”any_repository_has_fulltext“:false},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5043735115“,”display_name“:”Nirmalya Chowdhury“,”orcid“:”https://orcid.org/0000-0002-5193-9929},“机构”:[{“id”:https://openalex.org/I31746571“,”display_name“:”新南威尔士悉尼“,”ror“:”https://ror.org/03r8z3t63“,”country_code“:”AU“,”type“:“教育”,”世系“:[”https://openalex.org/I31746571“]}],”国家“:[”AU“],”is_corresponding“:true,”raw_author_name“:”Nipa Chowdhury“,”raw _ afiliation_strings“:[“新南威尔士州悉尼新南威尔斯大学,2052,澳大利亚”],”affiliations“:[{”raw _affiliation_string“:”澳大利亚新南威尔士州悉尼新南威尔士大学,2052.”,“institution_ids”:[“https://openalex.org/I31746571“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A50625598553“,”display_name“:”熊彩“,”orcid“:null},”机构“:[{”id“:”https://openalex.org/I31746571“,”display_name“:”新南威尔士悉尼“,”ror“:”https://ror.org/03r8z3t63“,”country_code“:”AU“,”type“:“教育”,”世系“:[”https://openalex.org/I31746571“]}],”countries“:[”AU“],”is_corresponding“:false,”raw_author_name“:”Xiongcai Cai“,”raw _affiliation_strings“:【”新南威尔士州悉尼新南威尔斯大学,2052,澳大利亚“】,”affiliations“:[{”raw _affiliation_string“:”The University of New South Wales,Sydney,NSW,2052https://openalex.org/I31746571“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5064061862“,”display_name“:”Cheng Luo“,”orcid“:”https://orcid.org/0000-0001-9906-7827},“机构”:[{“id”:https://openalex.org/I31746571“,”display_name“:”新南威尔士悉尼“,”ror“:”https://ror.org/03r8z3t63“,”country_code“:”AU“,”type“:“教育”,”世系“:[”https://openalex.org/I31746571“]}],”国家“:[”AU“],”is_corresponding“:false,”raw_author_name“:”Cheng Luo“,”raw _affiliation_strings“:[“新南威尔士大学,悉尼,2052,澳大利亚”],”affiliations“:[{”raw_affiliation_string“:”新南威尔斯大学,悉尼https://openalex.org/I31746571“]}]}],”countries_distict_count“:1,”institutions_disict_count“:1,”corresponding_author_ids“:[”https://openalex.org/A5043735115“],”对应的机构ID“:[”https://openalex.org/I31746571“],”apc_list“:{”value“:5000,”currency“:”EUR“,”value_usd“:5392,”provenance“:”doaj“},”apc _payed“:null,”fwci“:7.004,”has_fulltext“:true,”fulltext_origin“:”pdf“,”cited_by_count“:11,”citected_by_percentile_year“:{”min“:88,”max“:89},“biblio”:{“volume”:null、“issue”:nul,“first_page”:“3”,“last_page”:“18”},“is_retracted”:false,“is_paratext”:false,“主主题“:{”id“:”https://openalex.org/T10203“,”display_name“:”推荐系统技术“,”score“:0.9999,”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“:”物理科学“}},”主题“:[{”id“:”https://openalex.org/T10203“,”display_name“:”推荐系统技术“,”score“:0.9999,”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“:”物理科学“}},{”id“:”https://openalex.org/T13274“,”display_name“:”在线社区中的专家搜索“,”score“:0.9704,”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“:”物理科学“}},{”id“:”https://openalex.org/T11273“,”display_name“:”Graph Neural Network Models and Applications“,”score“:0.9684,”subfield“:{”id“:”https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/matrix因子分解“,”display_name“:”矩阵分解“,”score“:0.614642},{”id“:”https://openalex.org/keywords/collaborative-filting网站“,”display_name“:”协作筛选“,”score“:0.558889},{”id“:”https://openalex.org/keywords/context-aware-recommer-systems“,”display_name“:”Context-Aware Recommender Systems“,”score“:0.539532},{”id“:”https://openalex.org/keywords/expert-finding网站“,”display_name“:”专家查找“,”score“:0.537478},{”id“:”https://openalex.org/keywords/content-based-recommendation网站“,”display_name“:”基于内容的建议“,”score“:0.533733}],”concepts“:[{”id“:”https://openalex.org/C21569690,“wikidata”:https://www.wikidata.org/wiki/Q94702“,”display_name“:”协作筛选“,”level“:3,”score“:0.7649928},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.73653996},{”id“:”https://openalex.org/C557471498,“wikidata”:https://www.wikidata.org/wiki/Q554950“,”display_name“:”推荐系统“,”level“:2,”score“:0.7252436},{”id“:”https://openalex.org/C46686674,“wikidata”:https://www.wikidata.org/wiki/Q466303“,”display_name“:”Boosting(machine learning)“,”level“:2,”score“:0.6683091},{”id“:”https://openalex.org/C42355184,“wikidata”:https://www.wikidata.org/wiki/Q1361088“,”display_name“:”矩阵分解“,”level“:3,”score“:0.65100133},{”id“:”https://openalex.org/C185798385,“wikidata”:https://www.wikidata.org/wiki/Q1161707“,”display_name“:”基准(测量)“,”level“:2,”score“:0.6160941},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.5784565},{”id“:”https://openalex.org/C86037889,“wikidata”:https://www.wikidata.org/wiki/Q4330127“,”display_name“:”Learning to rank“,”level“:3,”score“:0.55776674},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.51798165},{”id“:”https://openalex.org/C189430467,“wikidata”:https://www.wikidata.org/wiki/Q7293293“,”display_name“:”排名(信息检索)“,”级别“:2,”分数“:0.5118219},{”id“:”https://openalex.org/C12725497,“wikidata”:https://www.wikidata.org/wiki/Q810247“,”“display_name”“:”基线(海)“,”级别“:2,”分数“:0.5054226},{”id“:”https://openalex.org/C2780451532,“wikidata”:https://www.wikidata.org/wiki/Q759676“,”display_name“:”任务(项目管理)“,”级别“:2,”分数“:0.4479371},{”id“:”https://openalex.org/C187834632,“wikidata”:https://www.wikidata.org/wiki/Q188804“,”display_name“:”因式分解“,”level“:2,”score“:0.44135532},{”id“:”https://openalex.org/C164226766,“wikidata”:https://www.wikidata.org/wiki/Q7293202“,”display_name“:”Rank(图论)“,”level“:2,”score“:0.42872337},{”id“:”https://openalex.org/C11413529,“wikidata”:https://www.wikidata.org/wiki/Q8366“,”display_name“:”Algorithm“,”level“:1,”score“:0.16878062},{”id“:”https://openalex.org/C33923547,“wikidata”:https://www.wikidata.org/wiki/Q395“,”display_name“:”数学“,”等级“:0,”分数“:0.15716085},{”id“:”https://openalex.org/C127413603,“wikidata”:https://www.wikidata.org/wiki/Q11023“,”display_name“:”Engineering“,”level“:0,”score“:0.08559945},{”id“:”https://openalex.org/C158693339,“wikidata”:https://www.wikidata.org/wiki/Q190524“,”display_name“:”特征值和特征向量“,”level“:2,”score“:0.0},{”id“:”https://openalex.org/C121332964,“wikidata”:https://www.wikidata.org/wiki/Q413“,”display_name“:”物理“,”级别“:0,”分数“:0.0},{”id“:”https://openalex.org/C11368507,“wikidata”:https://www.wikidata.org/wiki/Q43518“,”display_name“:”Oceanography“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C13280743,“wikidata”:https://www.wikidata.org/wiki/Q131089网址“,”display_name“:”大地测量学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C201995342,“wikidata”:https://www.wikidata.org/wiki/Q682496“,”display_name“:”系统工程“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C62520636,“wikidata”:https://www.wikidata.org/wiki/Q944“,”display_name“:”量子力学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C114614502,“wikidata”:https://www.wikidata.org/wiki/Q76592“,”display_name“:”组合数学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C127313418,“wikidata”:https://www.wikidata.org/wiki/Q1069“,”display_name“:”Geology“,”level“:0,”score“:0.0},{”id“:”https://openalex.org/C205649164,“wikidata”:https://www.wikidata.org/wiki/Q1071“,”display_name“:”Geography“,”level“:0,”score“:0.0}],”mesh“:[],”locations_count“:1,”location“:[{”is_oa“:true,”landing_page_url“:”https://doi.org/10.1007/978-3-319-2325-7_1,“pdf_url”:https://link.springer.com/content/pdf/10.1007/978-3-319-2325-7_1.pdf,“源”:{“id”:https://openalex.org/S106296714“,”“display_name”“:”“计算机科学课堂讲稿”“,”issn_l“:”0302-9743“,”isn“:[”0302-7743“、”1611-3349“],”is_oa“:false,”is_in_doaj“:false,”host_organization“:”https://openalex.org/P4310318900“,”“host_organization_name”:“Springer Science+Business Media”,“host_organization_lineage”:[“https://openalex.org/P431031965","https://openalex.org/P4310318900“],”host_organization_lineage_names“:[”Springer Nature“,”Springer-Science+Business Media“],“type”:“book-series”},“license”:null,“licence_id”:nul,“version”:“publishedVersion”,“is_accepted”:true,“is_published”:true},”best_oa_location“:{”is_oa“:true”,“landing_page_url”:“https://doi.org/10.1007/978-3-319-23525-7_1,“pdf_url”:https://link.springer.com/content/pdf/10.1007/978-3-319-2325-7_1.pdf,“源”:{“id”:https://openalex.org/S106296714“,”“display_name”“:”“计算机科学课堂讲稿”“,”issn_l“:”0302-9743“,”isn“:[”0302-7743“、”1611-3349“],”is_oa“:false,”is_in_doaj“:false,”host_organization“:”https://openalex.org/P4310318900“,”“host_organization_name”:“Springer Science+Business Media”,“host_organization_lineage”:[“https://openalex.org/P431031965","https://openalex.org/P4310318900“],”host_organization_lineage_names“:[”Springer Nature“,”Springer-Science+Business Media“],“type”:“book-series”},“license”:null,“licence_id”:nul,“version”:“publishedVersion”,“is_accepted”:true,“is_published”:true},”sustainable_development_goals“:[],”grants“:[%],”datasets“:[/],”versions“:[]],”referenced_works_count“:14,”https://openalex.org/W1971460272","https://openalex.org/W1976999215","https://openalex.org/W2006822005","https://openalex.org/W2024046085","https://openalex.org/W2028564136","https://openalex.org/W2054141820","https://openalex.org/W2056451973","https://openalex.org/W2064754513","https://openalex.org/W2071111773","https://openalex.org/W2142537246","https://openalex.org/W2159638451","https://openalex.org/W2171960770","https://openalex.org/W2296244148","https://openalex.org/W3016718392“],”related_works“:[”https://openalex.org/W4386143129","https://openalex.org/W4312998587","https://openalex.org/W3109911900","https://openalex.org/W3089100822网址","https://openalex.org/W3080740766","https://openalex.org/W2909865466","https://openalex.org/W2908124738","https://openalex.org/W2067330905","https://openalex.org/W2032039661","https://openalex.org/W1575318294“],”ngrams_url“:”https://api.openalex.org/works/W1947880380/ngrams网站“,”“abstract_inverted_index”:{“个性化”:[0],“推荐人”:[1],“系统”:[2],“是”:[3,89],“广泛”:[4],“使用”:[5],“信息”:[6,9],“过滤”:[7],“用于”:[8,47127],“检索”:[10],“其中”:[11],“矩阵”:[12],“因子分解”:[13,66],“(MF)”:[14],:[16],“流行”:[17108],“作为”:[18,67,80],“a”:[19,44,58,68,81101],“基于模型“:[20],”方法“:[21],”到“:[22],”个性化“:[23],”建议。“:[24,52,94132],“经典”:[25],“MF”:[26,60],“方法”,:[27],“其中”:[28],“直接”:[29,84],“近似”:[30],“低”:[31],“等级”:[32],“因子”:[33],“矩阵”:[34],“by”:[35],“最小化”:[36],“some”:[37],“评级”:[38],“预测”:[39],“标准”:[40],“do”:[41],“不”:[42],“实现”:[43],“可满足”:[45],“性能”:[46],““:[48,92117128],”任务“:[49129],”的“:[50103130],”top-N“:[51,93131],”In“:[53],”this“:[54],”论文“:[55],”we“:56],”提议“:[57],”新颖“:[59],”方法“:[61],”即“:[62],”BoostMF,“:[63],”that“:[64,88116],”公式“:[65],”学习“:[69],”问题“:[70],“and”:[71],“integrated”:[72],“boosting”:[73,79],“int”:[74],“factorisation”。“:[75],”Rather“:[76],”than“:[77],”using“:[78],”wrapper“,“:[82],”BoostMF“:+83],”learns“:[85],”tential“:[86],”factors“:87],”optimized“:[90],”towards“:/91],”The“:[95112],”proposed“:[96118],”method“:/97119],”is“:[98],”evaluateded“:/99],”against“:[100],”set“:[102],”最先进“:[104],“方法”:[105126],“on”:[106],“three”:[107],“public”:[109],“基准“:[110],”数据集。“:[111],”实验“:[113],”结果“:[114],”演示“:[115],”实现“:[120],”显著“:[121],”改进“:[122],”超过“:[123],”这些“:[124],”基线“:[125]},”引用_by_api_url“:”https://api.openalex.org/works?filter=cites:W1947880380“,”counts_by_year“:[{”年“:2021,”cited_by_count“:1},{”年份“:2018,”cited_by_count”:3},“年份”:2017