{"id":"https://openalex.org/W2396548769","doi":"https://doi.org/10.1109/iwqos.2016.7590438","title":"Online influence maximization in non-stationary Social Networks","display_name":"Online influence maximization in non-stationary Social Networks","publication_year":2016,"publication_date":"2016-06-01","ids":{"openalex":"https://openalex.org/W2396548769","doi":"https://doi.org/10.1109/iwqos.2016.7590438","mag":"2396548769"},"language":"en","primary_location":{"id":"doi:10.1109/iwqos.2016.7590438","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwqos.2016.7590438","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE/ACM 24th International Symposium on Quality of Service (IWQoS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1604.07638","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yixin Bao","orcid":null},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Yixin Bao","raw_affiliation_strings":["Department of Computer Science, The University of Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiaoke Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xiaoke Wang","raw_affiliation_strings":["Department of Computer Science, The University of Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhi Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Zhi Wang","raw_affiliation_strings":["Department of Computer Science, The University of Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chuan Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chuan Wu","raw_affiliation_strings":["Department of Computer Science, The University of Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":null,"display_name":"Francis C.M. Lau","orcid":null},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Francis C.M. Lau","raw_affiliation_strings":["Department of Computer Science, The University of Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I889458895"],"apc_list":null,"apc_paid":null,"fwci":2.5982,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.90277056,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":1.0,"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/T12288","display_name":"Optimization and Search Problems","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/regret","display_name":"Regret","score":0.6906999945640564},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.6830000281333923},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.6657999753952026},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5701000094413757},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5544999837875366},{"id":"https://openalex.org/keywords/viral-marketing","display_name":"Viral marketing","score":0.5435000061988831},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.508899986743927},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4641000032424927}],"concepts":[{"id":"https://openalex.org/C50817715","wikidata":"https://www.wikidata.org/wiki/Q79895177","display_name":"Regret","level":2,"score":0.6906999945640564},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.6830000281333923},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.6657999753952026},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6474999785423279},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5701000094413757},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5544999837875366},{"id":"https://openalex.org/C187008535","wikidata":"https://www.wikidata.org/wiki/Q204255","display_name":"Viral marketing","level":3,"score":0.5435000061988831},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.508899986743927},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4641000032424927},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.43220001459121704},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.39309999346733093},{"id":"https://openalex.org/C98147612","wikidata":"https://www.wikidata.org/wiki/Q215599","display_name":"Promotion (chess)","level":3,"score":0.3352999985218048},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.3257000148296356},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3172999918460846},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.31049999594688416},{"id":"https://openalex.org/C113336015","wikidata":"https://www.wikidata.org/wiki/Q574010","display_name":"Complete information","level":2,"score":0.296099990606308},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.288100004196167},{"id":"https://openalex.org/C130120984","wikidata":"https://www.wikidata.org/wiki/Q2835898","display_name":"Distributed algorithm","level":2,"score":0.2827000021934509},{"id":"https://openalex.org/C13540734","wikidata":"https://www.wikidata.org/wiki/Q5318996","display_name":"Dynamic network analysis","level":2,"score":0.2694999873638153},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.26910001039505005},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.25940001010894775},{"id":"https://openalex.org/C131158328","wikidata":"https://www.wikidata.org/wiki/Q1307337","display_name":"Social influence","level":2,"score":0.25200000405311584}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iwqos.2016.7590438","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwqos.2016.7590438","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE/ACM 24th International Symposium on Quality of Service (IWQoS)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1604.07638","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1604.07638","pdf_url":"https://arxiv.org/pdf/1604.07638","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1604.07638","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1604.07638","pdf_url":"https://arxiv.org/pdf/1604.07638","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1984069252","https://openalex.org/W2041205077","https://openalex.org/W2061820396","https://openalex.org/W2066546615","https://openalex.org/W2077902449","https://openalex.org/W2089961246","https://openalex.org/W2161571887","https://openalex.org/W2396548769","https://openalex.org/W2950929549","https://openalex.org/W3104626960","https://openalex.org/W3124285628","https://openalex.org/W4211017427","https://openalex.org/W6640648879","https://openalex.org/W6677418563","https://openalex.org/W6682110964","https://openalex.org/W6686363349","https://openalex.org/W6686689322"],"related_works":[],"abstract_inverted_index":{"Social":[0],"networks":[1],"have":[2],"been":[3,77],"popular":[4],"platforms":[5],"for":[6],"information":[7,69],"propagation.":[8],"An":[9],"important":[10],"use":[11],"case":[12],"is":[13,195,216],"viral":[14],"marketing:":[15],"given":[16],"a":[17,78,96,154,161,179],"promotion":[18],"budget,":[19],"an":[20,200],"advertiser":[21,43],"can":[22,73,132],"choose":[23],"some":[24],"influential":[25],"users":[26,67],"as":[27],"the":[28,42,47,50,53,58,64,71,83,88,93,107,110,117,122,129,214],"seed":[29],"set":[30],"and":[31,61,121,159,184,205],"provide":[32],"them":[33],"free":[34],"or":[35,106,144],"discounted":[36],"sample":[37],"products;":[38],"in":[39,52,138,203],"this":[40,149],"way,":[41],"hopes":[44],"to":[45,128,170,198,207],"increase":[46],"popularity":[48],"of":[49,66,70,80,109,140,181,191,213],"product":[51],"users'":[54],"friend":[55],"circles":[56],"by":[57],"world-of-mouth":[59],"effect,":[60],"thus":[62],"maximizes":[63],"number":[65],"that":[68,223],"production":[72],"reach.":[74],"There":[75],"has":[76],"body":[79],"literature":[81],"studying":[82],"influence":[84,102,123,172],"maximization":[85],"problem.":[86],"Nevertheless,":[87],"existing":[89],"studies":[90],"mostly":[91],"investigate":[92],"problem":[94],"on":[95,153,166],"one-off":[97],"basis,":[98],"assuming":[99],"fixed":[100],"known":[101],"probabilities":[103,124],"among":[104],"users,":[105],"knowledge":[108],"exact":[111],"social":[112,118,146,157,209],"network":[113,119,158],"topology.":[114],"In":[115,148],"practice,":[116],"topology":[120],"are":[125],"typically":[126],"unknown":[127],"advertiser,":[130],"which":[131,221],"be":[133],"varying":[134],"over":[135,174],"time,":[136],"i.e.,":[137],"cases":[139],"newly":[141],"established,":[142],"strengthened":[143],"weakened":[145],"ties.":[147],"paper,":[150],"we":[151],"focus":[152],"dynamic":[155],"non-stationary":[156,231],"design":[160],"randomized":[162],"algorithm,":[163],"RSB,":[164],"based":[165],"multi-armed":[167],"bandit":[168],"optimization,":[169],"maximize":[171],"propagation":[173],"time.":[175],"The":[176],"algorithm":[177,215,225],"produces":[178],"sequence":[180],"online":[182],"decisions":[183],"calibrates":[185],"its":[186],"explore-exploit":[187],"strategy":[188],"utilizing":[189],"outcomes":[190],"previous":[192,227],"decisions.":[193],"It":[194],"rigorously":[196],"proven":[197],"achieve":[199],"upper-bounded":[201],"regret":[202],"reward":[204],"applicable":[206],"large-scale":[208],"networks.":[210],"Practical":[211],"effectiveness":[212],"evaluated":[217],"using":[218],"real-world":[219],"datasets,":[220],"demonstrates":[222],"our":[224],"outperforms":[226],"stationary":[228],"methods":[229],"under":[230],"conditions.":[232]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":2}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2016-06-24T00:00:00"}
