{"id":"https://openalex.org/W3038229091","doi":"https://doi.org/10.1109/access.2020.3006141","title":"Recommended System: Attentive Neural Collaborative Filtering","display_name":"Recommended System: Attentive Neural Collaborative Filtering","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3038229091","doi":"https://doi.org/10.1109/access.2020.3006141","mag":"3038229091"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3006141","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3006141","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2020.3006141","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103035415","display_name":"Yanli Guo","orcid":"https://orcid.org/0000-0002-8969-5253"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanli Guo","raw_affiliation_strings":["Shandong University, Jinan, China","ORCiD"],"raw_orcid":"https://orcid.org/0000-0002-8969-5253","affiliations":[{"raw_affiliation_string":"Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100735885","display_name":"Zhongmin Yan","orcid":"https://orcid.org/0000-0002-5271-5417"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongmin Yan","raw_affiliation_strings":["Shandong University, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I154099455"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.0817,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.94700103,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"125953","last_page":"125960"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T12488","display_name":"Mental Health via Writing","score":0.9430000185966492,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.811720609664917},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7981084585189819},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.692122220993042},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5927945971488953},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5285812020301819},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.51679527759552},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48143669962882996},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4589861333370209},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4298322796821594},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37653157114982605},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3630254864692688},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.23038128018379211}],"concepts":[{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.811720609664917},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7981084585189819},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.692122220993042},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5927945971488953},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5285812020301819},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.51679527759552},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48143669962882996},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4589861333370209},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4298322796821594},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37653157114982605},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3630254864692688},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.23038128018379211},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3006141","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3006141","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:66025a7b8baa4d86a74658729492f543","is_oa":true,"landing_page_url":"https://doaj.org/article/66025a7b8baa4d86a74658729492f543","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 125953-125960 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3006141","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3006141","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.550000011920929,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G239542577","display_name":"\u9762\u5411\u590d\u6742\u4ea4\u6613\u7684\u8bb8\u53ef\u94fe\u5173\u952e\u95ee\u9898\u7814\u7a76","funder_award_id":"61772316","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8428741069","display_name":null,"funder_award_id":"2017YFB14001001","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2054141820","https://openalex.org/W2133564696","https://openalex.org/W2157881433","https://openalex.org/W2550553598","https://openalex.org/W2565948352","https://openalex.org/W2577986441","https://openalex.org/W2605350416","https://openalex.org/W2624407581","https://openalex.org/W2749348810","https://openalex.org/W2783565819","https://openalex.org/W2788953034","https://openalex.org/W2798972759","https://openalex.org/W2802187397","https://openalex.org/W2804057010","https://openalex.org/W2806801285","https://openalex.org/W2808310571","https://openalex.org/W2900229157","https://openalex.org/W2911778742","https://openalex.org/W2945827670","https://openalex.org/W2963323306","https://openalex.org/W2964015378","https://openalex.org/W2964044287","https://openalex.org/W3097991661","https://openalex.org/W3100278010","https://openalex.org/W3100591234","https://openalex.org/W6679434410","https://openalex.org/W6726873649","https://openalex.org/W6732193342","https://openalex.org/W6752110883"],"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":{"In":[0,32],"recent":[1,63],"years,":[2],"neural":[3,22,42,165,300],"networks":[4,23,43,301],"have":[5,273],"yielded":[6],"immense":[7],"success":[8],"on":[9,24,41,55,120,223,240,262],"speech":[10],"recognition,":[11],"computer":[12],"vision":[13],"and":[14,85,106,115,126,194,200,217,235,271,277],"natural":[15],"language":[16],"processing.":[17],"However,":[18],"the":[19,46,56,95,102,121,129,134,141,145,154,160,196,204,207,214,218,224,236,241,256,289],"exploration":[20],"of":[21,58,83,88,124,198,206,299],"recommender":[25],"systems":[26],"has":[27,65,284],"received":[28],"relatively":[29],"less":[30],"scrutiny.":[31],"this":[33],"work,":[34],"we":[35,175],"strive":[36],"to":[37,44,75,93,112,152,203,233,249],"develop":[38],"techniques":[39],"based":[40],"tackle":[45],"key":[47,96],"problem":[48],"in":[49,98,133],"recommendation":[50,304],"\u2014":[51,54,101],"collaborative":[52,99,155,191],"filtering":[53,100,156,192],"basis":[57],"implicit":[59],"feedback.":[60],"Although":[61],"some":[62],"work":[64],"employed":[66],"deep":[67],"learning":[68],"for":[69],"recommendation,":[70],"they":[71,109],"primarily":[72],"used":[73],"it":[74,91,247],"model":[76,94],"auxiliary":[77],"information,":[78],"such":[79],"as":[80],"textual":[81],"descriptions":[82],"items":[84,201],"acoustic":[86],"features":[87,123],"music.":[89],"When":[90],"comes":[92],"factor":[97],"interaction":[103,136,226,229,243],"between":[104],"users":[105,125,199],"item":[107,219],"features,":[108],"still":[110],"resorted":[111],"matrix":[113],"factorization":[114],"applied":[116],"an":[117,170,211],"inner":[118,161],"product":[119,162],"latent":[122],"items.":[127],"And":[128],"collaboration":[130,253],"signal":[131],"hidden":[132],"user-item":[135,225,242,252],"is":[137,231,238],"not":[138,149],"encoded":[139],"during":[140],"embedding":[142,147,197,237,257],"process.":[143,258],"Therefore,":[144],"resulting":[146],"may":[148],"be":[150],"sufficient":[151],"capture":[153],"effect.":[157],"By":[158,209],"replacing":[159],"with":[163],"a":[164,177],"architecture":[166],"that":[167,268,295],"can":[168],"learn":[169],"arbitrary":[171],"function":[172],"from":[173],"data,":[174],"present":[176],"general":[178],"method":[179,283],"named":[180],"<italic":[181],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[182],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">ANCF(Attention":[183],"Neural":[184],"network":[185],"Collaborative":[186],"Filtering)</i>":[187],".":[188],"ANCF":[189,282],"captures":[190],"signals":[193,254],"refines":[195],"according":[202],"structure":[205],"graph.":[208,244],"introducing":[210],"attention":[212],"mechanism,":[213],"user":[215],"vector":[216,220],"are":[221],"learned":[222],"graph,":[227],"neighbor":[228],"information":[230],"aggregated":[232],"encode,":[234],"propagated":[239],"This":[245],"makes":[246],"possible":[248],"explicitly":[250],"inject":[251],"into":[255],"Extensive":[259],"experiments":[260],"conducted":[261],"two":[263],"real":[264],"world":[265],"datasets":[266],"show":[267],"ANCF\u2019s":[269],"recall":[270],"ndcg":[272],"increased":[274],"by":[275],"30%":[276],"35%,":[278],"so":[279],"our":[280],"proposed":[281],"been":[285],"significantly":[286],"improved":[287],"over":[288],"state-of-the-art":[290],"method.":[291],"Empirical":[292],"evidence":[293],"shows":[294],"using":[296],"deeper":[297],"layers":[298],"offers":[302],"better":[303],"performance.":[305]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}