{"id":"https://openalex.org/W2767586661","doi":"https://doi.org/10.1145/3132847.3132880","title":"Interactive Social Recommendation","display_name":"Interactive Social Recommendation","publication_year":2017,"publication_date":"2017-11-06","ids":{"openalex":"https://openalex.org/W2767586661","doi":"https://doi.org/10.1145/3132847.3132880","mag":"2767586661"},"language":"en","primary_location":{"id":"doi:10.1145/3132847.3132880","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3132847.3132880","pdf_url":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022927606","display_name":"Xin Wang","orcid":"https://orcid.org/0000-0002-0351-2939"},"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":true,"raw_author_name":"Xin Wang","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/A5074834854","display_name":"Steven C. H. Hoi","orcid":"https://orcid.org/0000-0002-4584-3453"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Steven C.H. Hoi","raw_affiliation_strings":["Singapore Management University, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Singapore Management University, Singapore, Singapore","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101721522","display_name":"Chenghao Liu","orcid":"https://orcid.org/0000-0002-6934-2354"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenghao Liu","raw_affiliation_strings":["Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018267399","display_name":"Martin Ester","orcid":"https://orcid.org/0000-0001-7732-2815"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Martin Ester","raw_affiliation_strings":["Simon Fraser University, Burnaby, Canada"],"affiliations":[{"raw_affiliation_string":"Simon Fraser University, Burnaby, Canada","institution_ids":["https://openalex.org/I18014758"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5022927606"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":7.0792,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.97170556,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"357","last_page":"366"},"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9700999855995178,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8379929661750793},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.8147628307342529},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7899764776229858},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.740203857421875},{"id":"https://openalex.org/keywords/regret","display_name":"Regret","score":0.7306693196296692},{"id":"https://openalex.org/keywords/friendship","display_name":"Friendship","score":0.49732211232185364},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4967082142829895},{"id":"https://openalex.org/keywords/movielens","display_name":"MovieLens","score":0.4389568865299225},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.38557007908821106},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3452354967594147},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3297710418701172},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.3291122317314148},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2853400707244873},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.21311619877815247}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8379929661750793},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.8147628307342529},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7899764776229858},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.740203857421875},{"id":"https://openalex.org/C50817715","wikidata":"https://www.wikidata.org/wiki/Q79895177","display_name":"Regret","level":2,"score":0.7306693196296692},{"id":"https://openalex.org/C2778736484","wikidata":"https://www.wikidata.org/wiki/Q491","display_name":"Friendship","level":2,"score":0.49732211232185364},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4967082142829895},{"id":"https://openalex.org/C2776156558","wikidata":"https://www.wikidata.org/wiki/Q4353746","display_name":"MovieLens","level":4,"score":0.4389568865299225},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.38557007908821106},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3452354967594147},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3297710418701172},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.3291122317314148},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2853400707244873},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.21311619877815247},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3132847.3132880","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3132847.3132880","pdf_url":null,"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"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-4975","is_oa":false,"landing_page_url":"https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=4975&context=sis_research","pdf_url":null,"source":{"id":"https://openalex.org/S4377196871","display_name":"Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1145/3132847.3132880","raw_type":"Conference Proceeding Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6381238553","display_name":null,"funder_award_id":"BX201700136","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W41554520","https://openalex.org/W116854235","https://openalex.org/W131745075","https://openalex.org/W1487320471","https://openalex.org/W1515851193","https://openalex.org/W1529954932","https://openalex.org/W1544426622","https://openalex.org/W1839697241","https://openalex.org/W1968049117","https://openalex.org/W1991055526","https://openalex.org/W1998498767","https://openalex.org/W2009551863","https://openalex.org/W2020488968","https://openalex.org/W2029604041","https://openalex.org/W2030481925","https://openalex.org/W2054141820","https://openalex.org/W2080567541","https://openalex.org/W2084527756","https://openalex.org/W2091780923","https://openalex.org/W2093219534","https://openalex.org/W2094536313","https://openalex.org/W2100922150","https://openalex.org/W2108114251","https://openalex.org/W2108738385","https://openalex.org/W2112420033","https://openalex.org/W2113922211","https://openalex.org/W2116067849","https://openalex.org/W2119738618","https://openalex.org/W2119825970","https://openalex.org/W2119850747","https://openalex.org/W2121863487","https://openalex.org/W2123981539","https://openalex.org/W2135598826","https://openalex.org/W2138909795","https://openalex.org/W2144487656","https://openalex.org/W2148434045","https://openalex.org/W2149490995","https://openalex.org/W2149571656","https://openalex.org/W2157517283","https://openalex.org/W2160163723","https://openalex.org/W2168405694","https://openalex.org/W2182342230","https://openalex.org/W2217347858","https://openalex.org/W2293743194","https://openalex.org/W2301810623","https://openalex.org/W2340290367","https://openalex.org/W2345121649","https://openalex.org/W2358698356","https://openalex.org/W2400213106","https://openalex.org/W2519411794","https://openalex.org/W2524453101","https://openalex.org/W2533413719","https://openalex.org/W2604175478","https://openalex.org/W2604822632","https://openalex.org/W2741114205","https://openalex.org/W2744080778","https://openalex.org/W2949071569","https://openalex.org/W2949976336","https://openalex.org/W2962818688","https://openalex.org/W3005750793","https://openalex.org/W3017750102","https://openalex.org/W3125634603","https://openalex.org/W4246270964","https://openalex.org/W6682018617"],"related_works":["https://openalex.org/W2797500822","https://openalex.org/W2355698112","https://openalex.org/W2022984797","https://openalex.org/W2986679525","https://openalex.org/W4205822456","https://openalex.org/W4299358966","https://openalex.org/W2537367858","https://openalex.org/W2981634480","https://openalex.org/W2188396403","https://openalex.org/W2368078825"],"abstract_inverted_index":{"Social":[0],"recommendation":[1,26,103],"has":[2],"been":[3],"an":[4,125,177,208],"active":[5],"research":[6],"topic":[7],"over":[8],"the":[9,14,80,97,122,142,146,153,156,203,227,232,242,249],"last":[10],"decade,":[11],"based":[12,113],"on":[13,114,226,237],"assumption":[15],"that":[16,108],"social":[17,91,102,192],"information":[18,39,92],"from":[19,128,137],"friendship":[20],"networks":[21],"is":[22,45,75,167],"beneficial":[23],"for":[24,40,70,155,169,190,217],"improving":[25],"accuracy,":[27],"especially":[28],"when":[29,89],"dealing":[30],"with":[31,141,161],"cold-start":[32],"users":[33,150],"who":[34],"lack":[35],"sufficient":[36],"past":[37],"behavior":[38],"accurate":[41],"recommendation.":[42],"However,":[43],"it":[44],"nontrivial":[46],"to":[47,76,82,93,120],"use":[48],"such":[49],"information,":[50],"since":[51],"some":[52],"of":[53,131,158,205,231,244],"a":[54,84,129,171,187],"person's":[55],"friends":[56,88],"may":[57,66,151],"share":[58],"similar":[59],"preferences":[60,200],"in":[61,107,124,176,207],"certain":[62],"aspects,":[63],"but":[64,211],"others":[65],"be":[67],"totally":[68],"irrelevant":[69],"recommendations.":[71,95],"Thus":[72],"one":[73],"challenge":[74],"explore":[77],"and":[78,201,229],"exploit":[79],"extend":[81],"which":[83,118,134,174,194],"user":[85,199],"trusts":[86],"his/her":[87],"utilizing":[90],"improve":[94],"On":[96],"other":[98],"hand,":[99],"most":[100],"existing":[101],"models":[104],"are":[105,112,135],"non-interactive":[106],"their":[109],"algorithmic":[110],"strategies":[111],"batch":[115],"learning":[116],"methodology,":[117],"learns":[119,214],"train":[121],"model":[123],"offline":[126],"manner":[127],"collection":[130],"training":[132,170],"data":[133,166],"accumulated":[136],"users?":[138],"historical":[139],"interactions":[140],"recommender":[143],"systems.":[144],"In":[145,220],"real":[147],"world,":[148],"new":[149],"leave":[152],"systems":[154],"reason":[157],"being":[159],"recommended":[160],"boring":[162],"items":[163],"before":[164],"enough":[165],"collected":[168],"good":[172],"model,":[173],"results":[175],"inefficient":[178],"customer":[179],"retention.":[180],"To":[181],"tackle":[182],"these":[183],"challenges,":[184],"we":[185,222],"propose":[186],"novel":[188],"method":[189,247],"interactive":[191,209],"recommendation,":[193],"not":[195],"only":[196],"simultaneously":[197],"explores":[198],"exploits":[202],"effectiveness":[204],"personalization":[206],"way,":[210],"also":[212,223],"adaptively":[213],"different":[215,218],"weights":[216],"friends.":[219],"addition,":[221],"give":[224],"analyses":[225],"complexity":[228],"regret":[230],"proposed":[233,246],"model.":[234],"Extensive":[235],"experiments":[236],"three":[238],"real-world":[239],"datasets":[240],"illustrate":[241],"improvement":[243],"our":[245],"against":[248],"state-of-the-art":[250],"algorithms.":[251]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}