{"id":"https://openalex.org/W4400113683","doi":"https://doi.org/10.1109/mipro60963.2024.10569921","title":"Solving Influence Maximization Problem Under Deterministic Linear Threshold Model Using Metaheuristic optimization","display_name":"Solving Influence Maximization Problem Under Deterministic Linear Threshold Model Using Metaheuristic optimization","publication_year":2024,"publication_date":"2024-05-20","ids":{"openalex":"https://openalex.org/W4400113683","doi":"https://doi.org/10.1109/mipro60963.2024.10569921"},"language":"en","primary_location":{"id":"doi:10.1109/mipro60963.2024.10569921","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mipro60963.2024.10569921","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 47th MIPRO ICT and Electronics Convention (MIPRO)","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/A5013983977","display_name":"\u0410. \u0410\u043d\u0434\u0440\u0435\u0435\u0432","orcid":"https://orcid.org/0000-0001-6034-9704"},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"A. Andreev","raw_affiliation_strings":["ITMO University,St. Petersburg,Russia"],"affiliations":[{"raw_affiliation_string":"ITMO University,St. Petersburg,Russia","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058043401","display_name":"Konstantin Chukharev","orcid":"https://orcid.org/0000-0002-4636-2379"},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"K. Chukharev","raw_affiliation_strings":["ITMO University,St. Petersburg,Russia"],"affiliations":[{"raw_affiliation_string":"ITMO University,St. Petersburg,Russia","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091140171","display_name":"Stepan Kochemazov","orcid":"https://orcid.org/0000-0003-2848-5786"},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"S. Kochemazov","raw_affiliation_strings":["ITMO University,St. Petersburg,Russia"],"affiliations":[{"raw_affiliation_string":"ITMO University,St. Petersburg,Russia","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056056607","display_name":"Alexander Semenov","orcid":"https://orcid.org/0000-0001-6172-4801"},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"A. Semenov","raw_affiliation_strings":["ITMO University,St. Petersburg,Russia"],"affiliations":[{"raw_affiliation_string":"ITMO University,St. Petersburg,Russia","institution_ids":["https://openalex.org/I173089394"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5013983977"],"corresponding_institution_ids":["https://openalex.org/I173089394"],"apc_list":null,"apc_paid":null,"fwci":0.7274,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.74549174,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"19","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.557699978351593,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.557699978351593,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12401","display_name":"Scheduling and Timetabling Solutions","score":0.5091999769210815,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.8236732482910156},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.666816771030426},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.6300122737884521},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6233457326889038},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4551931619644165},{"id":"https://openalex.org/keywords/entropy-maximization","display_name":"Entropy maximization","score":0.4105520248413086},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2500256896018982},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18177595734596252}],"concepts":[{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.8236732482910156},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.666816771030426},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.6300122737884521},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6233457326889038},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4551931619644165},{"id":"https://openalex.org/C127233936","wikidata":"https://www.wikidata.org/wiki/Q1417473","display_name":"Entropy maximization","level":3,"score":0.4105520248413086},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2500256896018982},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18177595734596252},{"id":"https://openalex.org/C9679016","wikidata":"https://www.wikidata.org/wiki/Q1417473","display_name":"Principle of maximum entropy","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mipro60963.2024.10569921","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mipro60963.2024.10569921","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 47th MIPRO ICT and Electronics Convention (MIPRO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1509233605","https://openalex.org/W1553838525","https://openalex.org/W1992015378","https://openalex.org/W2041157860","https://openalex.org/W2054716637","https://openalex.org/W2061820396","https://openalex.org/W2097938283","https://openalex.org/W2148606196","https://openalex.org/W2148732839","https://openalex.org/W2165220807","https://openalex.org/W2604934189","https://openalex.org/W2623293810","https://openalex.org/W2753908209","https://openalex.org/W2755088640","https://openalex.org/W2885552436","https://openalex.org/W4382562193","https://openalex.org/W6744271739"],"related_works":["https://openalex.org/W3102188974","https://openalex.org/W3095745430","https://openalex.org/W3004810941","https://openalex.org/W4287870705","https://openalex.org/W2068746078","https://openalex.org/W3199097846","https://openalex.org/W624081655","https://openalex.org/W4375949242","https://openalex.org/W1542185808","https://openalex.org/W2576492542"],"abstract_inverted_index":{"In":[0,96,171],"the":[1,5,9,35,41,48,97,138,172,176,185],"paper":[2,177],"we":[3,100,178],"consider":[4],"discrete":[6],"variant":[7],"of":[8,27,30,38,162,167,175,195],"well-known":[10,144],"Influence":[11],"Maximization":[12],"Problem":[13],"(IMP).":[14],"Given":[15],"some":[16,133],"influence":[17,39,49],"model,":[18],"it":[19,86],"consists":[20],"in":[21],"finding":[22],"a":[23,78,113,125,160],"so-called":[24],"seed":[25],"set":[26,169],"influential":[28],"users":[29],"fixed":[31],"size,":[32],"that":[33,61,115,180],"maximizes":[34],"total":[36],"spread":[37],"over":[40],"network.":[42],"We":[43,136,154],"limit":[44],"our":[45,181],"study":[46],"to":[47,89,93,131,141,156,188],"model":[50],"called":[51,149],"Deterministic":[52],"Linear":[53],"Threshold":[54],"Model":[55],"(DLTM).":[56],"It":[57],"is":[58,65,129],"well":[59],"known":[60],"IMP":[62,106],"under":[63,107],"DLTM":[64],"computationally":[66],"hard":[67],"and":[68,118],"there":[69],"are":[70,110],"no":[71],"approximate":[72],"algorithms":[73,92,103],"for":[74,104,121,147],"its":[75],"solving":[76,105],"with":[77,124,164],"constant":[79],"approximation":[80],"ratio":[81],"if":[82],"$P\\neq":[83],"NP$.":[84],"Therefore,":[85],"makes":[87],"sense":[88],"apply":[90],"metaheuristic":[91],"this":[94],"problem.":[95],"present":[98],"research":[99],"propose":[101,155],"new":[102,182],"DLTM,":[108],"which":[109,128],"based":[111],"on":[112],"technique":[114],"combines":[116],"evolutionary":[117],"genetic":[119],"strategies":[120],"pseudo-Boolean":[122],"optimization":[123],"greedy":[126],"algorithm":[127],"used":[130],"find":[132],"initial":[134],"approximation.":[135],"use":[137],"proposed":[139],"strategy":[140,183],"solve":[142,157,189],"another":[143],"combinatorial":[145],"problem":[146],"networks":[148],"Target":[150],"Set":[151],"Selection":[152],"(TSS).":[153],"TSS":[158],"as":[159],"sequence":[161],"IMPs":[163],"gradually":[165],"decreasing":[166],"target":[168,193],"size.":[170],"experimental":[173],"part":[174],"demonstrate":[179],"outperforms":[184],"previous":[186],"ways":[187],"TSS,":[190],"yielding":[191],"smaller":[192],"sets":[194],"good":[196],"quality.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}