{"id":"https://openalex.org/W4251008083","doi":"https://doi.org/10.1109/asonam.2014.6921565","title":"Efficient algorithm for ranking of nodes' importance in information dissemination","display_name":"Efficient algorithm for ranking of nodes' importance in information dissemination","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W4251008083","doi":"https://doi.org/10.1109/asonam.2014.6921565"},"language":"en","primary_location":{"id":"doi:10.1109/asonam.2014.6921565","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam.2014.6921565","pdf_url":null,"source":{"id":"https://openalex.org/S4363608209","display_name":"2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014)","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":"2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014)","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/A5052278758","display_name":"Zhuo Qi Lee","orcid":"https://orcid.org/0000-0001-6975-7739"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Zhuo Qi Lee","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111426140","display_name":"Wen-Jing Hsu","orcid":null},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Wen-Jing Hsu","raw_affiliation_strings":["School of Computer Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100618343","display_name":"Miao Lin","orcid":"https://orcid.org/0000-0002-5198-1780"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Miao Lin","raw_affiliation_strings":["Institute for Infocomm Research, Singapore"],"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, Singapore","institution_ids":["https://openalex.org/I3005327000"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5052278758"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.43037975,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"286","issue":null,"first_page":"89","last_page":"92"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":1.0,"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":1.0,"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":0.9987999796867371,"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/T13283","display_name":"Mental Health Research Topics","score":0.9778000116348267,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/centrality","display_name":"Centrality","score":0.9089619517326355},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7195996046066284},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6499720811843872},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.6059584617614746},{"id":"https://openalex.org/keywords/intuition","display_name":"Intuition","score":0.6010153293609619},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5716122388839722},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.5250715613365173},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5088329911231995},{"id":"https://openalex.org/keywords/pagerank","display_name":"PageRank","score":0.4866198003292084},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.456582248210907},{"id":"https://openalex.org/keywords/network-science","display_name":"Network science","score":0.4500824809074402},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.4238396883010864},{"id":"https://openalex.org/keywords/preferential-attachment","display_name":"Preferential attachment","score":0.4159730076789856},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.38846102356910706},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3867001235485077},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.38351166248321533},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2846222221851349},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2176022231578827},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1696699857711792},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11088472604751587}],"concepts":[{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.9089619517326355},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7195996046066284},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6499720811843872},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.6059584617614746},{"id":"https://openalex.org/C132010649","wikidata":"https://www.wikidata.org/wiki/Q189222","display_name":"Intuition","level":2,"score":0.6010153293609619},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5716122388839722},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.5250715613365173},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5088329911231995},{"id":"https://openalex.org/C2779172887","wikidata":"https://www.wikidata.org/wiki/Q184316","display_name":"PageRank","level":2,"score":0.4866198003292084},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.456582248210907},{"id":"https://openalex.org/C137753397","wikidata":"https://www.wikidata.org/wiki/Q2434424","display_name":"Network science","level":3,"score":0.4500824809074402},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.4238396883010864},{"id":"https://openalex.org/C2780600066","wikidata":"https://www.wikidata.org/wiki/Q7239828","display_name":"Preferential attachment","level":3,"score":0.4159730076789856},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.38846102356910706},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3867001235485077},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.38351166248321533},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2846222221851349},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2176022231578827},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1696699857711792},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11088472604751587},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/asonam.2014.6921565","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam.2014.6921565","pdf_url":null,"source":{"id":"https://openalex.org/S4363608209","display_name":"2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014)","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":"2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2014)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1575346617","https://openalex.org/W1979740015","https://openalex.org/W2008620264","https://openalex.org/W2033017415","https://openalex.org/W2046104178","https://openalex.org/W2047624089","https://openalex.org/W2052032575","https://openalex.org/W2059556222","https://openalex.org/W2061820396","https://openalex.org/W2108614537","https://openalex.org/W2129934604","https://openalex.org/W2154165047","https://openalex.org/W3121812901","https://openalex.org/W4233769451","https://openalex.org/W4252973173","https://openalex.org/W6682954099"],"related_works":["https://openalex.org/W2057837293","https://openalex.org/W4206143586","https://openalex.org/W2126103144","https://openalex.org/W4297964256","https://openalex.org/W1884503243","https://openalex.org/W2088554646","https://openalex.org/W2794264413","https://openalex.org/W2541484068","https://openalex.org/W2364363698","https://openalex.org/W2067576303"],"abstract_inverted_index":{"Identifying":[0],"nodes":[1,166],"that":[2,89,132,167],"play":[3],"important":[4,49],"roles":[5],"in":[6,9,50],"network":[7,20],"dynamics":[8],"large":[10,110],"scale":[11,111],"complex":[12],"networks":[13,66],"is":[14,47,116,139],"crucial":[15],"for":[16,109],"both":[17,90,122],"characterizing":[18],"the":[19,25,33,40,61,106,130,133,143,148,162,165,169,172],"and":[21,42,95,124],"resource":[22],"management.":[23],"Under":[24],"viral":[26],"marketing":[27],"setting,":[28],"Diffusion":[29],"Centrality":[30],"(DC)":[31],"estimates":[32],"influential":[34,134],"power":[35,135],"of":[36,70,105,136,151,164,171],"an":[37,137],"individual.":[38],"For":[39],"transport":[41],"physics":[43],"communities,":[44],"a":[45,98],"node":[46],"considered":[48],"Markov":[51],"centrality":[52,174],"(MC)":[53],"if":[54],"it":[55],"can":[56],"be":[57,81],"quickly":[58],"reached":[59],"from":[60],"other":[62],"nodes.":[63],"Because":[64],"these":[65],"could":[67],"contain":[68],"millions":[69],"nodes,":[71],"any":[72],"ranking":[73],"algorithm":[74],"must":[75],"have":[76],"low":[77],"time":[78],"requirements":[79],"to":[80,101,159],"practically":[82],"useful.":[83],"In":[84],"this":[85],"paper,":[86],"we":[87,96],"show":[88],"metrics":[91,108],"are":[92],"strongly":[93],"correlated,":[94],"present":[97],"new":[99,114],"method":[100],"enable":[102],"fast":[103],"estimation":[104],"two":[107,173],"networks.":[112,126],"The":[113],"approach":[115],"further":[117],"validated":[118],"empirically":[119],"by":[120,142],"using":[121],"real":[123],"synthetic":[125],"Our":[127],"results":[128],"refined":[129],"intuition":[131],"individual":[138],"largely":[140],"governed":[141],"local":[144],"topology,":[145],"rather":[146],"than":[147],"mere":[149],"number":[150],"contacts":[152],"(node":[153],"degree)":[154],"alone.":[155],"This":[156],"allows":[157],"us":[158],"better":[160],"characterize":[161],"properties":[163],"affect":[168],"outcome":[170],"metrics.":[175]},"counts_by_year":[{"year":2021,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}