{"id":"https://openalex.org/W2963306170","doi":"https://doi.org/10.1109/iecon.2017.8217011","title":"Inferring users' preferences through leveraging their social relationships","display_name":"Inferring users' preferences through leveraging their social relationships","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2963306170","doi":"https://doi.org/10.1109/iecon.2017.8217011","mag":"2963306170"},"language":"en","primary_location":{"id":"doi:10.1109/iecon.2017.8217011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon.2017.8217011","pdf_url":null,"source":{"id":"https://openalex.org/S4363608531","display_name":"IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"},"type":"article","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/A5065726627","display_name":"Xiaofang Deng","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaofang Deng","raw_affiliation_strings":["Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, China","School of Software, Jiangxi Normal University, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Software, Jiangxi Normal University, Nanchang, China","institution_ids":["https://openalex.org/I53592917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101850079","display_name":"Leilei Wu","orcid":"https://orcid.org/0000-0003-1814-5745"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Leilei Wu","raw_affiliation_strings":["Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077223066","display_name":"Xiao-Long Ren","orcid":"https://orcid.org/0000-0003-2323-163X"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Xiaolong Ren","raw_affiliation_strings":["Computational Social Science, ETH Zurich, Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Computational Social Science, ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024824662","display_name":"Chun-Xiao Jia","orcid":"https://orcid.org/0000-0002-9792-3594"},"institutions":[{"id":"https://openalex.org/I163151501","display_name":"Hangzhou Normal University","ror":"https://ror.org/014v1mr15","country_code":"CN","type":"education","lineage":["https://openalex.org/I163151501"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunxiao Jia","raw_affiliation_strings":["Alibaba Research Center for Complexity Sciences, Hangzhou Normal University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Research Center for Complexity Sciences, Hangzhou Normal University, Hangzhou, China","institution_ids":["https://openalex.org/I163151501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004004578","display_name":"Yuansheng Zhong","orcid":"https://orcid.org/0009-0009-7671-9795"},"institutions":[{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuansheng Zhong","raw_affiliation_strings":["College of Information Technology, Jiangxi University of Finance and Economics, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Technology, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000969982","display_name":"Linyuan L\u00fc","orcid":"https://orcid.org/0000-0002-2156-0432"},"institutions":[{"id":"https://openalex.org/I163151501","display_name":"Hangzhou Normal University","ror":"https://ror.org/014v1mr15","country_code":"CN","type":"education","lineage":["https://openalex.org/I163151501"]},{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linyuan Lu","raw_affiliation_strings":["Alibaba Research Center for Complexity Sciences, Hangzhou Normal University, Hangzhou, China","Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Research Center for Complexity Sciences, Hangzhou Normal University, Hangzhou, China","institution_ids":["https://openalex.org/I163151501"]},{"raw_affiliation_string":"Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5065726627"],"corresponding_institution_ids":["https://openalex.org/I150229711","https://openalex.org/I53592917"],"apc_list":null,"apc_paid":null,"fwci":0.7023,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.7696793,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"31","issue":null,"first_page":"5830","last_page":"5836"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9954000115394592,"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":0.8098740577697754},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7874174118041992},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.7120270729064941},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.6617230772972107},{"id":"https://openalex.org/keywords/bipartite-graph","display_name":"Bipartite graph","score":0.6273924708366394},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.48654428124427795},{"id":"https://openalex.org/keywords/cold-start","display_name":"Cold start (automotive)","score":0.47067293524742126},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.45605558156967163},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.44349920749664307},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.436212956905365},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4220184087753296},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33135950565338135},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.27236878871917725},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.14137157797813416}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8098740577697754},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7874174118041992},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7120270729064941},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.6617230772972107},{"id":"https://openalex.org/C197657726","wikidata":"https://www.wikidata.org/wiki/Q174733","display_name":"Bipartite graph","level":3,"score":0.6273924708366394},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48654428124427795},{"id":"https://openalex.org/C2778956030","wikidata":"https://www.wikidata.org/wiki/Q5142477","display_name":"Cold start (automotive)","level":2,"score":0.47067293524742126},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.45605558156967163},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.44349920749664307},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.436212956905365},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4220184087753296},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33135950565338135},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.27236878871917725},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.14137157797813416},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iecon.2017.8217011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon.2017.8217011","pdf_url":null,"source":{"id":"https://openalex.org/S4363608531","display_name":"IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W290370860","https://openalex.org/W1495355927","https://openalex.org/W1530276735","https://openalex.org/W1556806542","https://openalex.org/W1893639437","https://openalex.org/W1922358015","https://openalex.org/W1939338799","https://openalex.org/W1965971975","https://openalex.org/W1966553486","https://openalex.org/W1970447570","https://openalex.org/W1971040550","https://openalex.org/W1992899758","https://openalex.org/W1998761108","https://openalex.org/W2041361001","https://openalex.org/W2060166436","https://openalex.org/W2064173066","https://openalex.org/W2070263508","https://openalex.org/W2086995180","https://openalex.org/W2111094216","https://openalex.org/W2112430581","https://openalex.org/W2119825970","https://openalex.org/W2158515176","https://openalex.org/W2172258615","https://openalex.org/W2177923071","https://openalex.org/W2196959810","https://openalex.org/W2963947225","https://openalex.org/W3037946710","https://openalex.org/W3101637956","https://openalex.org/W3103926008","https://openalex.org/W6629831807"],"related_works":["https://openalex.org/W2772628444","https://openalex.org/W4220714703","https://openalex.org/W1484355083","https://openalex.org/W3008845055","https://openalex.org/W2098758514","https://openalex.org/W2358418295","https://openalex.org/W2497939785","https://openalex.org/W4376854386","https://openalex.org/W2202724490","https://openalex.org/W2735929803"],"abstract_inverted_index":{"Recommender":[0],"systems,":[1],"inferring":[2],"users'":[3,149],"preferences":[4],"from":[5,39,111],"their":[6,40],"historical":[7],"activities":[8],"and":[9,108,128,152,227],"personal":[10],"profiles,":[11],"have":[12,101],"been":[13],"an":[14],"enormous":[15],"success":[16],"in":[17,43,144],"the":[18,24,30,44,55,72,79,89,109,121,145,160,169,175,179,194,208,219],"last":[19],"several":[20],"years.":[21],"Most":[22],"of":[23,32,78,93,105,148,207,222],"existing":[25],"works":[26],"are":[27,51,113],"based":[28,138],"on":[29,139,174,218],"similarities":[31],"users,":[33,70],"objects":[34],"or":[35],"both":[36],"that":[37,159,206],"derived":[38],"purchases":[41],"records":[42],"online":[45,80],"shopping":[46],"platforms.":[47],"Such":[48],"approaches,":[49],"however,":[50],"facing":[52],"bottlenecks":[53],"when":[54],"known":[56],"information":[57,228],"is":[58,63,181],"limited.":[59],"The":[60,76,156,197],"extreme":[61],"case":[62],"how":[64],"to":[65,68,87,193],"recommend":[66],"products":[67,107],"new":[69,131,201,220],"namely":[71],"so-called":[73],"cold-start":[74,195],"problem.":[75,196],"rise":[77],"social":[81,123,150],"networks":[82],"gives":[83],"us":[84],"a":[85,94,130,140,190],"chance":[86],"break":[88],"glass":[90],"ceiling.":[91],"Birds":[92],"feather":[95],"flock":[96],"together.":[97],"Close":[98],"friends":[99,112],"may":[100,214],"similar":[102],"hidden":[103],"pattern":[104],"selecting":[106],"advices":[110],"more":[114],"trustworthy.":[115],"In":[116],"this":[117],"paper,":[118],"we":[119],"integrate":[120],"individual's":[122],"relationships":[124],"into":[125],"recommender":[126,225],"systems":[127,226],"propose":[129],"method,":[132],"called":[133],"Social":[134],"Mass":[135,170],"Diffusion":[136,171],"(SMD),":[137],"mass":[141],"diffusion":[142],"process":[143],"combined":[146],"network":[147,151],"user-item":[153],"bipartite":[154,176],"network.":[155,177],"results":[157,213],"show":[158],"SMD":[161,188],"algorithm":[162],"can":[163],"achieve":[164],"higher":[165,204],"recommendation":[166,198],"accuracy":[167,199],"than":[168,205],"(MD)":[172],"purely":[173],"Especially,":[178],"improvement":[180],"striking":[182],"for":[183,200],"small":[184],"degree":[185],"users.":[186],"Moreover,":[187],"provides":[189],"good":[191],"solution":[192],"users":[202],"significantly":[203],"conventional":[209],"popularity-based":[210],"algorithm.":[211],"These":[212],"shed":[215],"some":[216],"light":[217],"designs":[221],"better":[223],"personalized":[224],"services.":[229]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}