{"id":"https://openalex.org/W2767507742","doi":"https://doi.org/10.1145/3132847.3132941","title":"BayDNN","display_name":"BayDNN","publication_year":2017,"publication_date":"2017-11-06","ids":{"openalex":"https://openalex.org/W2767507742","doi":"https://doi.org/10.1145/3132847.3132941","mag":"2767507742"},"language":"en","primary_location":{"id":"doi:10.1145/3132847.3132941","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3132847.3132941","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3132941&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM on Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=3132941&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014216659","display_name":"Daizong Ding","orcid":"https://orcid.org/0000-0002-4722-5229"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Daizong Ding","raw_affiliation_strings":["Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100675021","display_name":"Mi Zhang","orcid":"https://orcid.org/0000-0003-1584-2799"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mi Zhang","raw_affiliation_strings":["Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101678674","display_name":"Shao-Yuan Li","orcid":"https://orcid.org/0000-0003-0610-8568"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shao-Yuan Li","raw_affiliation_strings":["Nanjing University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044791875","display_name":"Jie Tang","orcid":"https://orcid.org/0000-0003-3487-4593"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Tang","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001688920","display_name":"Xiaotie Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaotie Chen","raw_affiliation_strings":["Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100621138","display_name":"Zhi\u2010Hua Zhou","orcid":"https://orcid.org/0000-0003-0746-1494"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi-Hua Zhou","raw_affiliation_strings":["Nanjing University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5014216659"],"corresponding_institution_ids":["https://openalex.org/I24943067"],"apc_list":null,"apc_paid":null,"fwci":14.6696,"has_fulltext":true,"cited_by_count":50,"citation_normalized_percentile":{"value":0.98861368,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1479","last_page":"1488"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9991999864578247,"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":0.9991999864578247,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7437705993652344},{"id":"https://openalex.org/keywords/friendship","display_name":"Friendship","score":0.7250640392303467},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5654918551445007},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5554637312889099},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5416364073753357},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5361651182174683},{"id":"https://openalex.org/keywords/learning-to-rank","display_name":"Learning to rank","score":0.5031830668449402},{"id":"https://openalex.org/keywords/cornerstone","display_name":"Cornerstone","score":0.4992821216583252},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.4656235873699188},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.426942378282547},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4174621105194092},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40273019671440125},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3451266288757324},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.2814735174179077},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2261916995048523}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7437705993652344},{"id":"https://openalex.org/C2778736484","wikidata":"https://www.wikidata.org/wiki/Q491","display_name":"Friendship","level":2,"score":0.7250640392303467},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5654918551445007},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5554637312889099},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5416364073753357},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5361651182174683},{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.5031830668449402},{"id":"https://openalex.org/C2780616401","wikidata":"https://www.wikidata.org/wiki/Q1133673","display_name":"Cornerstone","level":2,"score":0.4992821216583252},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.4656235873699188},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.426942378282547},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4174621105194092},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40273019671440125},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3451266288757324},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.2814735174179077},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2261916995048523},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3132847.3132941","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3132847.3132941","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3132941&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM on Conference on Information and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3132847.3132941","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3132847.3132941","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=3132941&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM on Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1101716290","display_name":null,"funder_award_id":"61333014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1428435317","display_name":null,"funder_award_id":"Grant No.:","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2767507742.pdf","grobid_xml":"https://content.openalex.org/works/W2767507742.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W6908809","https://openalex.org/W34646664","https://openalex.org/W1523762189","https://openalex.org/W1815445323","https://openalex.org/W1903029394","https://openalex.org/W1964731129","https://openalex.org/W1966443646","https://openalex.org/W1967208235","https://openalex.org/W1969900674","https://openalex.org/W1973651542","https://openalex.org/W1980672078","https://openalex.org/W1982397092","https://openalex.org/W1983685710","https://openalex.org/W1994389483","https://openalex.org/W2026417691","https://openalex.org/W2031696998","https://openalex.org/W2037933327","https://openalex.org/W2060303324","https://openalex.org/W2064754513","https://openalex.org/W2068258779","https://openalex.org/W2075426299","https://openalex.org/W2076063813","https://openalex.org/W2095705004","https://openalex.org/W2100960788","https://openalex.org/W2109469951","https://openalex.org/W2115022330","https://openalex.org/W2125569215","https://openalex.org/W2131717044","https://openalex.org/W2140310134","https://openalex.org/W2140584250","https://openalex.org/W2148847267","https://openalex.org/W2149800717","https://openalex.org/W2151936673","https://openalex.org/W2154454189","https://openalex.org/W2157331557","https://openalex.org/W2158899491","https://openalex.org/W2163605009","https://openalex.org/W2167967601","https://openalex.org/W2228254744","https://openalex.org/W2336938381","https://openalex.org/W2406666822","https://openalex.org/W2473593971","https://openalex.org/W2533121788","https://openalex.org/W2618530766","https://openalex.org/W2953106684","https://openalex.org/W2997617958","https://openalex.org/W3143596294","https://openalex.org/W4229584759","https://openalex.org/W4246413330"],"related_works":["https://openalex.org/W2088111589","https://openalex.org/W2321083758","https://openalex.org/W4366496304","https://openalex.org/W2375906709","https://openalex.org/W4229004718","https://openalex.org/W2417150748","https://openalex.org/W2350669386","https://openalex.org/W2348913748","https://openalex.org/W2381386433","https://openalex.org/W2087093332"],"abstract_inverted_index":{"Friendship":[0],"is":[1,26],"the":[2,16,31,77,87],"cornerstone":[3],"to":[4,21,28],"build":[5],"a":[6,23,41,81],"social":[7,11,54],"network.":[8],"In":[9,36],"online":[10],"networks,":[12],"statistics":[13],"show":[14],"that":[15],"leading":[17],"reason":[18],"for":[19,50],"user":[20],"create":[22],"new":[24],"friendship":[25],"due":[27],"recommendation.":[29],"Thus":[30],"accuracy":[32],"of":[33],"recommendation":[34,52],"matters.":[35],"this":[37],"paper,":[38],"we":[39,58],"propose":[40],"Bayesian":[42],"Personalized":[43],"Ranking":[44],"Deep":[45],"Neural":[46],"Network":[47],"(BayDNN)":[48],"model":[49],"friend":[51],"in":[53],"networks.":[55],"With":[56],"BayDNN,":[57],"achieve":[59],"significant":[60],"improvement":[61,83],"on":[62,71,84],"two":[63],"public":[64],"datasets:":[65],"Epinions":[66,72],"and":[67],"Slashdot.":[68],"For":[69],"example,":[70],"dataset,":[73],"BayDNN":[74],"significantly":[75],"outperforms":[76],"state-of-the-art":[78],"algorithms,":[79],"with":[80],"5%":[82],"NDCG":[85],"over":[86],"best":[88],"baseline.":[89]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2017-11-17T00:00:00"}