{"id":"https://openalex.org/W2584366139","doi":"https://doi.org/10.1109/infocom.2017.8057068","title":"Scalable bicriteria algorithms for the threshold activation problem in online social networks","display_name":"Scalable bicriteria algorithms for the threshold activation problem in online social networks","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2584366139","doi":"https://doi.org/10.1109/infocom.2017.8057068","mag":"2584366139"},"language":"en","primary_location":{"id":"doi:10.1109/infocom.2017.8057068","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2017.8057068","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2017 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1701.08799","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083575259","display_name":"Alan Kuhnle","orcid":"https://orcid.org/0000-0001-6506-1902"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alan Kuhnle","raw_affiliation_strings":["Department of Computer & Information Science & Engineering, University of Florida, Gainesville, Florida","Department of Computer and Information Science and Engineering, University of Florida, Gainesville, Florida, 32611#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer & Information Science & Engineering, University of Florida, Gainesville, Florida","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Department of Computer and Information Science and Engineering, University of Florida, Gainesville, Florida, 32611#TAB#","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052573237","display_name":"Tianyi Pan","orcid":"https://orcid.org/0000-0002-3578-3944"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianyi Pan","raw_affiliation_strings":["Department of Computer & Information Science & Engineering, University of Florida, Gainesville, Florida","Department of Computer and Information Science and Engineering, University of Florida, Gainesville, Florida, 32611#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer & Information Science & Engineering, University of Florida, Gainesville, Florida","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Department of Computer and Information Science and Engineering, University of Florida, Gainesville, Florida, 32611#TAB#","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109869098","display_name":"Abdul Alim","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Md Abdul Alim","raw_affiliation_strings":["Department of Computer & Information Science & Engineering, University of Florida, Gainesville, Florida","Department of Computer and Information Science and Engineering, University of Florida, Gainesville, Florida, 32611#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer & Information Science & Engineering, University of Florida, Gainesville, Florida","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Department of Computer and Information Science and Engineering, University of Florida, Gainesville, Florida, 32611#TAB#","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005663679","display_name":"My T. Thai","orcid":"https://orcid.org/0000-0003-0503-2012"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"My T. Thai","raw_affiliation_strings":["Department of Computer & Information Science & Engineering, University of Florida, Gainesville, Florida","Department of Computer and Information Science and Engineering, University of Florida, Gainesville, Florida, 32611#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer & Information Science & Engineering, University of Florida, Gainesville, Florida","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Department of Computer and Information Science and Engineering, University of Florida, Gainesville, Florida, 32611#TAB#","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I33213144"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10720","display_name":"Complexity and Algorithms in Graphs","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10720","display_name":"Complexity and Algorithms in Graphs","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.9979000091552734,"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"}},{"id":"https://openalex.org/T12288","display_name":"Optimization and Search Problems","score":0.9976999759674072,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/parallelizable-manifold","display_name":"Parallelizable manifold","score":0.852446973323822},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7519738078117371},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6019914150238037},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5611521005630493},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5154638886451721},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4938533902168274},{"id":"https://openalex.org/keywords/binary-logarithm","display_name":"Binary logarithm","score":0.4313161075115204},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3400728702545166},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.3305351436138153}],"concepts":[{"id":"https://openalex.org/C148047603","wikidata":"https://www.wikidata.org/wiki/Q1014612","display_name":"Parallelizable manifold","level":2,"score":0.852446973323822},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7519738078117371},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6019914150238037},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5611521005630493},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5154638886451721},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4938533902168274},{"id":"https://openalex.org/C63553672","wikidata":"https://www.wikidata.org/wiki/Q581168","display_name":"Binary logarithm","level":2,"score":0.4313161075115204},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3400728702545166},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.3305351436138153},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/infocom.2017.8057068","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2017.8057068","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2017 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1701.08799","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1701.08799","pdf_url":"https://arxiv.org/pdf/1701.08799","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"},{"id":"mag:2584366139","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1701.08799.pdf","pdf_url":null,"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":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1701.08799","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1701.08799","pdf_url":null,"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1701.08799","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1701.08799","pdf_url":"https://arxiv.org/pdf/1701.08799","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":[{"id":"https://openalex.org/G8002812318","display_name":null,"funder_award_id":"CCF-1422116","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G803841074","display_name":"CIF: Small: Modeling and Dynamic Analyzing for Multiplex Social Networks","funder_award_id":"1422116","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1965996575","https://openalex.org/W1984069252","https://openalex.org/W1985028886","https://openalex.org/W1994945255","https://openalex.org/W2029316629","https://openalex.org/W2035165116","https://openalex.org/W2061820396","https://openalex.org/W2070199170","https://openalex.org/W2096619434","https://openalex.org/W2107884625","https://openalex.org/W2109603058","https://openalex.org/W2112351105","https://openalex.org/W2132801025","https://openalex.org/W2139430401","https://openalex.org/W2141403143","https://openalex.org/W2145287244","https://openalex.org/W2160411082","https://openalex.org/W2178843456","https://openalex.org/W2315729860","https://openalex.org/W2480871246","https://openalex.org/W2541209345","https://openalex.org/W2951272192","https://openalex.org/W2952108851","https://openalex.org/W3124858858"],"related_works":["https://openalex.org/W3029231733","https://openalex.org/W2776702360","https://openalex.org/W111167761","https://openalex.org/W2944617214","https://openalex.org/W2044334960","https://openalex.org/W2791101300","https://openalex.org/W2074687256","https://openalex.org/W3037553274","https://openalex.org/W3175157312","https://openalex.org/W2884068718","https://openalex.org/W2694808592","https://openalex.org/W1521397731","https://openalex.org/W2738712979","https://openalex.org/W2048356005","https://openalex.org/W2096599736","https://openalex.org/W2950639373","https://openalex.org/W3132318205","https://openalex.org/W2956483723","https://openalex.org/W2777812223","https://openalex.org/W3117905837"],"abstract_inverted_index":{"We":[0,30],"consider":[1],"the":[2,32,53,62,66,105,108,119,142,148,155,174],"Threshold":[3],"Activation":[4],"Problem":[5],"(TAP):":[6],"given":[7,81],"social":[8],"network":[9],"G":[10],"and":[11,49,104,162],"positive":[12],"threshold":[13],"T,":[14],"find":[15],"a":[16,75,93,168],"minimum-size":[17],"seed":[18,177],"set":[19],"A":[20,95,110],"that":[21],"can":[22],"trigger":[23],"expected":[24,97],"activation":[25,98],"of":[26,47,56,71,107,118,144,159,176],"at":[27],"least":[28],"T.":[29],"introduce":[31],"first":[33],"scalable,":[34],"parallelizable":[35],"algorithm":[36,73,91,123],"with":[37,45,85,96],"performance":[38,151],"guarantee":[39,152],"for":[40,43,154],"TAP":[41,59],"suitable":[42],"datasets":[44],"millions":[46],"nodes":[48],"edges;":[50],"we":[51],"exploit":[52],"bicriteria":[54],"nature":[55],"solutions":[57],"to":[58,60,64,141],"allow":[61],"user":[63],"control":[65],"running":[67],"time":[68,126],"versus":[69],"accuracy":[70],"our":[72,90],"through":[74],"parameter":[76],"\u03b1":[77],"\u03f5":[78],"(0,":[79],"1):":[80],"\u03b7":[82,89],">":[83],"0,":[84],"probability":[86],"1":[87],"-":[88,102],"returns":[92],"solution":[94,109],"greater":[99],"than":[100],"T":[101],"2\u03b1T,":[103],"size":[106],"is":[111,171],"within":[112],"factor":[113],"1-h":[114],"4\u03b1/T":[115],"+":[116,135],"log(T)":[117],"optimal":[120],"size.":[121],"The":[122,150],"runs":[124],"in":[125,147],"O":[127],"(\u03b1":[128],"<sup":[129],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[130],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">-2</sup>":[131],"log":[132],"(n/\u03b7)":[133],"(n":[134],"m)|A|),":[136],"where":[137],"n,":[138],"m,":[139],"refer":[140],"number":[143],"nodes,":[145],"edges":[146],"network.":[149],"holds":[153],"general":[156],"triggering":[157],"model":[158],"internal":[160],"influence":[161],"also":[163],"incorporates":[164],"external":[165],"influence,":[166],"provided":[167],"certain":[169],"condition":[170],"met":[172],"on":[173],"cost-effectivity":[175],"selection.":[178]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}