{"id":"https://openalex.org/W1981141219","doi":"https://doi.org/10.1109/tpds.2014.2320515","title":"Influence Maximization on Large-Scale Mobile Social Network: A Divide-and-Conquer Method","display_name":"Influence Maximization on Large-Scale Mobile Social Network: A Divide-and-Conquer Method","publication_year":2014,"publication_date":"2014-04-25","ids":{"openalex":"https://openalex.org/W1981141219","doi":"https://doi.org/10.1109/tpds.2014.2320515","mag":"1981141219"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2014.2320515","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2014.2320515","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-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/A5088976879","display_name":"Guojie Song","orcid":"https://orcid.org/0000-0001-8295-2520"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guojie Song","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Peking University, Beijing, China","School of Electrical Engineering and Computer Science, Peking University, Beijing, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Peking University, Beijing, China#TAB#","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103403806","display_name":"Xiabing Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiabing Zhou","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Peking University, Beijing, China","School of Electrical Engineering and Computer Science, Peking University, Beijing, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Peking University, Beijing, China#TAB#","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100698932","display_name":"Yu Wang","orcid":"https://orcid.org/0000-0002-0445-3731"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Wang","raw_affiliation_strings":["Institute of software Chinese Academy of Science, Beijing","Inst. of software, Chinese Acad. of Sci., Beijing"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of software Chinese Academy of Science, Beijing","institution_ids":["https://openalex.org/I4210128818"]},{"raw_affiliation_string":"Inst. of software, Chinese Acad. of Sci., Beijing","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100825074","display_name":"Kunqing Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kunqing Xie","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Peking University, Beijing, China","School of Electrical Engineering and Computer Science, Peking University, Beijing, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Peking University, Beijing, China#TAB#","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.0977,"has_fulltext":false,"cited_by_count":119,"citation_normalized_percentile":{"value":0.97564959,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"26","issue":"5","first_page":"1379","last_page":"1392"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998999834060669,"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":0.9962000250816345,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9836000204086304,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8449668884277344},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.7173699140548706},{"id":"https://openalex.org/keywords/divide-and-conquer-algorithms","display_name":"Divide and conquer algorithms","score":0.6533195972442627},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.5728355050086975},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.5199452638626099},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4860380291938782},{"id":"https://openalex.org/keywords/mobile-social-network","display_name":"Mobile social network","score":0.47022271156311035},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.46524298191070557},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.4636116921901703},{"id":"https://openalex.org/keywords/approximation-algorithm","display_name":"Approximation algorithm","score":0.4506988823413849},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4405677318572998},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4158863425254822},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3142675757408142},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2525445818901062},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.23029643297195435},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.203057199716568},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.1943003237247467},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10118380188941956},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.094733327627182}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8449668884277344},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.7173699140548706},{"id":"https://openalex.org/C71559656","wikidata":"https://www.wikidata.org/wiki/Q671298","display_name":"Divide and conquer algorithms","level":2,"score":0.6533195972442627},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.5728355050086975},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.5199452638626099},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4860380291938782},{"id":"https://openalex.org/C2780228002","wikidata":"https://www.wikidata.org/wiki/Q2059727","display_name":"Mobile social network","level":3,"score":0.47022271156311035},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.46524298191070557},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.4636116921901703},{"id":"https://openalex.org/C148764684","wikidata":"https://www.wikidata.org/wiki/Q621751","display_name":"Approximation algorithm","level":2,"score":0.4506988823413849},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4405677318572998},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4158863425254822},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3142675757408142},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2525445818901062},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.23029643297195435},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.203057199716568},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.1943003237247467},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10118380188941956},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.094733327627182},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tpds.2014.2320515","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2014.2320515","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322766","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21"},{"id":"https://openalex.org/F4320324787","display_name":"Peking University","ror":"https://ror.org/02v51f717"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W22273296","https://openalex.org/W137627111","https://openalex.org/W199296758","https://openalex.org/W1495750374","https://openalex.org/W1654194294","https://openalex.org/W1944367023","https://openalex.org/W1964473994","https://openalex.org/W1971421925","https://openalex.org/W1971526329","https://openalex.org/W1984069252","https://openalex.org/W1988888548","https://openalex.org/W2005907218","https://openalex.org/W2015404705","https://openalex.org/W2039010448","https://openalex.org/W2042123098","https://openalex.org/W2046658895","https://openalex.org/W2047940964","https://openalex.org/W2056944867","https://openalex.org/W2061820396","https://openalex.org/W2062021443","https://openalex.org/W2064089677","https://openalex.org/W2065851162","https://openalex.org/W2076071175","https://openalex.org/W2082861177","https://openalex.org/W2086749097","https://openalex.org/W2095293504","https://openalex.org/W2097565406","https://openalex.org/W2101656432","https://openalex.org/W2104680817","https://openalex.org/W2107386580","https://openalex.org/W2107559689","https://openalex.org/W2108278206","https://openalex.org/W2108858998","https://openalex.org/W2121947440","https://openalex.org/W2124637492","https://openalex.org/W2127375420","https://openalex.org/W2132202037","https://openalex.org/W2137096596","https://openalex.org/W2141403143","https://openalex.org/W2150010763","https://openalex.org/W2158478952","https://openalex.org/W2159176819","https://openalex.org/W2265720734","https://openalex.org/W2395439732","https://openalex.org/W4237325787","https://openalex.org/W4253543067","https://openalex.org/W6605539553","https://openalex.org/W6637185674","https://openalex.org/W6640862447","https://openalex.org/W6683559399"],"related_works":["https://openalex.org/W3204684126","https://openalex.org/W3117290964","https://openalex.org/W1594413663","https://openalex.org/W2163115662","https://openalex.org/W189401716","https://openalex.org/W2898570308","https://openalex.org/W2019216770","https://openalex.org/W2574250816","https://openalex.org/W2544904580","https://openalex.org/W1583046018"],"abstract_inverted_index":{"With":[0],"the":[1,25,32,66,69,74,81,114,155,184,188,196,222],"proliferation":[2],"of":[3,27,34,45,68,73,79,210],"mobile":[4,9,17,50,120,157,217],"devices":[5],"and":[6,29,169,194],"wireless":[7],"technologies,":[8],"social":[10,18,51,121,158,218],"network":[11,19,52,159],"systems":[12],"are":[13,225],"increasingly":[14],"available.":[15],"A":[16],"plays":[20],"an":[21,139],"essential":[22],"role":[23],"as":[24],"spread":[26,67],"information":[28,167],"influence":[30,70,189,197],"in":[31,48],"form":[33],"\u201cword-of-mouth\u201d.":[35],"It":[36,88,150],"is":[37,85,106],"a":[38,43,49,61,93,118,126,177],"fundamental":[39],"issue":[40],"to":[41,59,112,172,181,206],"find":[42,173],"subset":[44],"influential":[46,83,148,174],"individuals":[47],"such":[53],"that":[54,92,221],"targeting":[55],"them":[56],"initially":[57],"(e.g.,":[58],"adopt":[60],"new":[62,75],"product)":[63],"will":[64],"maximize":[65],"(further":[71],"adoptions":[72],"product).":[76],"The":[77],"problem":[78],"finding":[80],"most":[82],"nodes":[84,175],"unfortunately":[86],"NP-hard.":[87],"has":[89,133],"been":[90,134],"shown":[91],"Greedy":[94,143],"algorithm":[95,116,140,144],"with":[96,129,232],"provable":[97],"approximation":[98,208],"guarantees":[99,209],"can":[100],"give":[101,203],"good":[102],"approximation;":[103],"However,":[104],"it":[105],"computationally":[107],"expensive,":[108],"if":[109],"not":[110],"prohibitive,":[111],"run":[113],"greedy":[115],"on":[117,192,214],"large":[119],"network.":[122],"In":[123],"this":[124],"paper,":[125],"divide-and-conquer":[127],"strategy":[128],"parallel":[130],"computing":[131],"mechanism":[132],"adopted.":[135],"We":[136],"first":[137],"propose":[138],"called":[141],"Community-based":[142],"for":[145],"mining":[146],"top-K":[147],"nodes.":[149],"encompasses":[151],"two":[152],"components:":[153],"dividing":[154],"large-scale":[156,216],"into":[160,165],"several":[161],"communities":[162,171,193],"by":[163,176],"taking":[164],"account":[166],"diffusion":[168],"selecting":[170],"dynamic":[178],"programming.":[179],"Then,":[180],"further":[182],"improve":[183],"performance,":[185],"we":[186,202],"parallelize":[187],"propagation":[190,198],"based":[191],"consider":[195],"crossing":[199],"communities.":[200],"Also,":[201],"precision":[204],"analysis":[205],"show":[207,220],"our":[211],"models.":[212],"Experiments":[213],"real":[215],"networks":[219],"proposed":[223],"methods":[224],"much":[226],"faster":[227],"than":[228],"previous":[229],"algorithms,":[230],"meanwhile,":[231],"high":[233],"accuracy.":[234]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":21},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":16},{"year":2018,"cited_by_count":18},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":17},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
