{"id":"https://openalex.org/W2997517941","doi":"https://doi.org/10.1109/access.2019.2963100","title":"LGIM: A Global Selection Algorithm Based on Local Influence for Influence Maximization in Social Networks","display_name":"LGIM: A Global Selection Algorithm Based on Local Influence for Influence Maximization in Social Networks","publication_year":2019,"publication_date":"2019-12-30","ids":{"openalex":"https://openalex.org/W2997517941","doi":"https://doi.org/10.1109/access.2019.2963100","mag":"2997517941"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2963100","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2963100","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08945390.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08945390.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054695808","display_name":"Liqing Qiu","orcid":"https://orcid.org/0000-0002-9184-2742"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liqing Qiu","raw_affiliation_strings":["Shandong Province Key Laboratory of Wisdom Mine Information Technology, College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-9184-2742","affiliations":[{"raw_affiliation_string":"Shandong Province Key Laboratory of Wisdom Mine Information Technology, College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiangbo Tian","orcid":"https://orcid.org/0000-0001-6080-4797"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangbo Tian","raw_affiliation_strings":["Shandong Province Key Laboratory of Wisdom Mine Information Technology, College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0001-6080-4797","affiliations":[{"raw_affiliation_string":"Shandong Province Key Laboratory of Wisdom Mine Information Technology, College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089251559","display_name":"Shiqi Sai","orcid":"https://orcid.org/0000-0002-9402-2934"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiqi Sai","raw_affiliation_strings":["Shandong Province Key Laboratory of Wisdom Mine Information Technology, College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-9402-2934","affiliations":[{"raw_affiliation_string":"Shandong Province Key Laboratory of Wisdom Mine Information Technology, College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100763290","display_name":"Chunmei Gu","orcid":"https://orcid.org/0000-0002-5964-0235"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunmei Gu","raw_affiliation_strings":["Shandong Province Key Laboratory of Wisdom Mine Information Technology, College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-5964-0235","affiliations":[{"raw_affiliation_string":"Shandong Province Key Laboratory of Wisdom Mine Information Technology, College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I80143920"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.163,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.88473396,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"4318","last_page":"4328"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9951000213623047,"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":0.9585000276565552,"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":0.8014931678771973},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.7562981843948364},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.6174864768981934},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6143515110015869},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5386677980422974},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5098559260368347},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.48865869641304016},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4349949359893799},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4230911433696747},{"id":"https://openalex.org/keywords/selection-algorithm","display_name":"Selection algorithm","score":0.41781002283096313},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.40840625762939453},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.239425390958786},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10562825202941895}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8014931678771973},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.7562981843948364},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.6174864768981934},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6143515110015869},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5386677980422974},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5098559260368347},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.48865869641304016},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4349949359893799},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4230911433696747},{"id":"https://openalex.org/C2775973920","wikidata":"https://www.wikidata.org/wiki/Q3252726","display_name":"Selection algorithm","level":3,"score":0.41781002283096313},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.40840625762939453},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.239425390958786},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10562825202941895},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2963100","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2963100","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08945390.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1290b8067cb646bc80a6835141ad1c48","is_oa":true,"landing_page_url":"https://doaj.org/article/1290b8067cb646bc80a6835141ad1c48","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 4318-4328 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2963100","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2963100","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/08945390.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3898643351","display_name":null,"funder_award_id":"61976126","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2997517941.pdf","grobid_xml":"https://content.openalex.org/works/W2997517941.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W137627111","https://openalex.org/W822574671","https://openalex.org/W1495750374","https://openalex.org/W1866372714","https://openalex.org/W1944367023","https://openalex.org/W1982041549","https://openalex.org/W1984069252","https://openalex.org/W1998901261","https://openalex.org/W2033198212","https://openalex.org/W2035165116","https://openalex.org/W2036557823","https://openalex.org/W2041157860","https://openalex.org/W2042123098","https://openalex.org/W2061820396","https://openalex.org/W2091011343","https://openalex.org/W2108858998","https://openalex.org/W2130224277","https://openalex.org/W2141403143","https://openalex.org/W2158478952","https://openalex.org/W2166470254","https://openalex.org/W2276802311","https://openalex.org/W2523912761","https://openalex.org/W2546988926","https://openalex.org/W2771290394","https://openalex.org/W2781951010","https://openalex.org/W2884308759","https://openalex.org/W2890607553","https://openalex.org/W2919326561","https://openalex.org/W6605539553"],"related_works":["https://openalex.org/W2046435967","https://openalex.org/W4231775656","https://openalex.org/W2383646825","https://openalex.org/W3027282085","https://openalex.org/W2387536556","https://openalex.org/W3094650923","https://openalex.org/W2536304352","https://openalex.org/W2170893172","https://openalex.org/W1976941821","https://openalex.org/W2379895469"],"abstract_inverted_index":{"Influence":[0,22,119],"maximization":[1,23,45,83],"is":[2,128,154],"to":[3,10,48,70,174,196,206],"select":[4,49],"k":[5],"nodes":[6,16,153,195],"from":[7,52],"social":[8,216],"networks":[9,217],"maximize":[11],"the":[12,40,104,125,140,176,185,189,220],"expected":[13],"number":[14,161],"of":[15,63,96,124,151,162,179,193],"activated":[17],"by":[18],"these":[19],"selected":[20],"nodes.":[21],"problem":[24],"plays":[25],"a":[26,86,110,131,147,159,170,180,202],"vital":[27],"role":[28],"in":[29,73],"commercial":[30],"marketing,":[31],"news":[32],"propagation,":[33],"rumor":[34],"control":[35],"and":[36,54,92,200,233],"public":[37],"services.":[38],"However,":[39],"existing":[41],"algorithms":[42,80,227],"for":[43,81,99],"influence":[44,82,134,177],"usually":[46],"tend":[47],"one":[50,66,100],"aspect":[51],"efficiency":[53,91,232],"accuracy":[55,94],"as":[56],"its":[57],"main":[58],"improving":[59],"objective.":[60],"This":[61],"method":[62],"excessively":[64,97],"pursuing":[65,98],"metric":[67],"often":[68],"leads":[69],"performing":[71],"poorly":[72],"other":[74,224],"metrics.":[75],"Hence,":[76],"we":[77],"think":[78],"that":[79,219],"should":[84],"make":[85],"suitable":[87],"compromise":[88],"between":[89],"computation":[90,231],"result":[93,234],"instead":[95],"metric.":[101],"Based":[102,116],"on":[103,117,213],"above":[105],"understanding,":[106],"this":[107,166],"paper":[108,167],"proposes":[109,169],"new":[111,171,203],"algorithm,":[112],"called":[113],"Global":[114],"Selection":[115],"Local":[118],"(LGIM).":[120],"The":[121],"basic":[122],"idea":[123],"proposed":[126,186,221],"algorithm":[127,187,222],"following:":[129],"if":[130],"node":[132,136,141,181],"can":[133,157],"another":[135],"with":[137],"large":[138,144,160],"influence,":[139],"also":[142,168],"has":[143],"influence.":[145],"Therefore,":[146],"two-stage":[148,190],"filtering":[149,191],"strategy":[150,192],"candidate":[152,194],"proposed,":[155],"which":[156],"reduce":[158],"running":[163],"time.":[164],"Moreover,":[165],"objective":[172,204],"function":[173,205],"estimate":[175],"spread":[178],"set.":[182],"In":[183],"summarize,":[184],"utilizes":[188],"avoid":[197],"unnecessary":[198],"computation,":[199],"adopts":[201],"replace":[207],"time-consuming":[208],"Monte-Carle":[209],"simulations.":[210],"Experimental":[211],"results":[212],"six":[214],"real-world":[215],"demonstrate":[218],"outperforms":[223],"four":[225],"comparison":[226],"when":[228],"comprehensively":[229],"considering":[230],"accuracy.":[235]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}