{"id":"https://openalex.org/W3203426550","doi":"https://doi.org/10.4018/ijaci.2021100107","title":"Heterogeneous Influence Maximization Through Community Detection in Social Networks","display_name":"Heterogeneous Influence Maximization Through Community Detection in Social Networks","publication_year":2021,"publication_date":"2021-09-25","ids":{"openalex":"https://openalex.org/W3203426550","doi":"https://doi.org/10.4018/ijaci.2021100107","mag":"3203426550"},"language":"en","primary_location":{"id":"doi:10.4018/ijaci.2021100107","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijaci.2021100107","pdf_url":null,"source":{"id":"https://openalex.org/S51041755","display_name":"International Journal of Ambient Computing and Intelligence","issn_l":"1941-6237","issn":["1941-6237","1941-6245"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Ambient Computing and Intelligence","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":null,"display_name":"Jaya Krishna Raguru","orcid":null},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Jaya Krishna Raguru","raw_affiliation_strings":["Manipal University, Jaipur, India"],"affiliations":[{"raw_affiliation_string":"Manipal University, Jaipur, India","institution_ids":["https://openalex.org/I164861460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104080250","display_name":"Devi Prasad Sharma","orcid":null},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Devi Prasad Sharma","raw_affiliation_strings":["Manipal University, Jaipur, India"],"affiliations":[{"raw_affiliation_string":"Manipal University, Jaipur, India","institution_ids":["https://openalex.org/I164861460"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I164861460"],"apc_list":null,"apc_paid":null,"fwci":0.2625,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55089418,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"12","issue":"4","first_page":"118","last_page":"131"},"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":0.996399998664856,"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":0.9882000088691711,"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":0.8556961417198181},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.8455373048782349},{"id":"https://openalex.org/keywords/centrality","display_name":"Centrality","score":0.7987085580825806},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.6801736354827881},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5873122215270996},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5491143465042114},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5203170776367188},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.504583477973938},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4902806580066681},{"id":"https://openalex.org/keywords/social-graph","display_name":"Social graph","score":0.43020743131637573},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37073808908462524},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.32245969772338867},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24695700407028198},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08172231912612915},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.07704108953475952}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8556961417198181},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.8455373048782349},{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.7987085580825806},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.6801736354827881},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5873122215270996},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5491143465042114},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5203170776367188},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.504583477973938},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4902806580066681},{"id":"https://openalex.org/C2777522414","wikidata":"https://www.wikidata.org/wiki/Q648457","display_name":"Social graph","level":3,"score":0.43020743131637573},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37073808908462524},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32245969772338867},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24695700407028198},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08172231912612915},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.07704108953475952},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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/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},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijaci.2021100107","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijaci.2021100107","pdf_url":null,"source":{"id":"https://openalex.org/S51041755","display_name":"International Journal of Ambient Computing and Intelligence","issn_l":"1941-6237","issn":["1941-6237","1941-6245"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Ambient Computing and Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jaci00:v:12:y:2021:i:4:p:118-131","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJACI.2021100107","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W83376015","https://openalex.org/W1981141219","https://openalex.org/W2006021775","https://openalex.org/W2054476043","https://openalex.org/W2077822890","https://openalex.org/W2106597862","https://openalex.org/W2125050594","https://openalex.org/W2758364315","https://openalex.org/W2761515371","https://openalex.org/W2792550408","https://openalex.org/W2792637072","https://openalex.org/W2792990871","https://openalex.org/W2894402026","https://openalex.org/W2896288070"],"related_works":["https://openalex.org/W2891776881","https://openalex.org/W2244559970","https://openalex.org/W189876032","https://openalex.org/W2557467218","https://openalex.org/W2536297025","https://openalex.org/W2771290394","https://openalex.org/W2918080139","https://openalex.org/W4225293784","https://openalex.org/W3130064765","https://openalex.org/W2618582729"],"abstract_inverted_index":{"The":[0],"problem":[1,29,39],"of":[2,8,46,119],"identifying":[3],"a":[4,16,64,139],"seed":[5,91,102,120],"set":[6,122],"composed":[7],"K":[9],"nodes":[10,92,103],"that":[11,149],"increase":[12],"influence":[13,22,78,108,112],"spread":[14,69],"over":[15,155],"social":[17],"network":[18,65],"is":[19,51,70,85,114,131],"known":[20],"as":[21,105],"maximization":[23,79,113],"(IM).":[24],"Past":[25],"works":[26],"showed":[27],"this":[28,38,49,75,128],"to":[30,37],"be":[31],"NP-hard":[32],"and":[33,53,100,133],"an":[34],"optimal":[35],"solution":[36],"using":[40,96],"greedy":[41],"algorithms":[42],"achieved":[43],"only":[44],"63%":[45],"spread.":[47,109],"However,":[48],"approach":[50,88],"expensive":[52],"suffered":[54],"from":[55],"performance":[56,153],"issues":[57],"like":[58],"high":[59],"computational":[60],"cost.":[61],"Furthermore,":[62],"in":[63,94,124,138],"with":[66,116,144],"communities,":[67],"IM":[68,134],"not":[71],"always":[72],"certain.":[73],"In":[74,127],"paper,":[76],"heterogeneous":[77],"through":[80],"community":[81],"detection":[82],"(HIMCD)":[83],"algorithm":[84],"proposed.":[86],"This":[87],"addresses":[89],"initial":[90],"selection":[93],"communities":[95],"various":[97],"centrality":[98],"measures,":[99],"these":[101],"act":[104],"sources":[106],"for":[107],"A":[110],"parallel":[111],"applied":[115],"the":[117],"aid":[118],"node":[121],"contained":[123],"each":[125],"group.":[126],"approach,":[129],"graph":[130],"partitioned":[132],"computations":[135],"are":[136],"done":[137],"distributed":[140],"manner.":[141],"Extensive":[142],"experiments":[143],"two":[145],"real-world":[146],"datasets":[147],"reveals":[148],"HCDIM":[150],"achieves":[151],"substantial":[152],"improvement":[154],"state-of-the-art":[156],"techniques.":[157]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}