{"id":"https://openalex.org/W4403830166","doi":"https://doi.org/10.1145/3701737","title":"A General Concave Fairness Framework for Influence Maximization Based on Poverty Reward","display_name":"A General Concave Fairness Framework for Influence Maximization Based on Poverty Reward","publication_year":2024,"publication_date":"2024-10-28","ids":{"openalex":"https://openalex.org/W4403830166","doi":"https://doi.org/10.1145/3701737"},"language":"en","primary_location":{"id":"doi:10.1145/3701737","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701737","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701737","source":{"id":"https://openalex.org/S41523882","display_name":"ACM Transactions on Knowledge Discovery from Data","issn_l":"1556-4681","issn":["1556-4681","1556-472X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Knowledge Discovery from Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3701737","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042341977","display_name":"Zhixiao Wang","orcid":"https://orcid.org/0000-0002-4256-1477"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhixiao Wang","raw_affiliation_strings":["School of Computer Science, China University of Mining and Technology, Xuzhou, China and Mine Digitization Engineering Research Center of the Ministry of Education, Xuzhou, China","School of Computer Science, China University of Mining and Technology, China"],"raw_orcid":"https://orcid.org/0000-0002-4256-1477","affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Mining and Technology, Xuzhou, China and Mine Digitization Engineering Research Center of the Ministry of Education, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Computer Science, China University of Mining and Technology, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jiayu Zhao","orcid":"https://orcid.org/0000-0003-0832-5822"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayu Zhao","raw_affiliation_strings":["School of Computer Science, China University of Mining and Technology, Xuzhou, China and Mine Digitization Engineering Research Center of the Ministry of Education, Xuzhou, China","School of Computer Science, China University of Mining and Technology, China"],"raw_orcid":"https://orcid.org/0000-0003-0832-5822","affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Mining and Technology, Xuzhou, China and Mine Digitization Engineering Research Center of the Ministry of Education, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Computer Science, China University of Mining and Technology, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075491074","display_name":"Chengcheng Sun","orcid":"https://orcid.org/0000-0002-0995-9985"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengcheng Sun","raw_affiliation_strings":["School of Computer Science, China University of Mining and Technology, Xuzhou, China and Mine Digitization Engineering Research Center of the Ministry of Education, Xuzhou, China","School of Computer Science, China University of Mining and Technology, China"],"raw_orcid":"https://orcid.org/0000-0002-0995-9985","affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Mining and Technology, Xuzhou, China and Mine Digitization Engineering Research Center of the Ministry of Education, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Computer Science, China University of Mining and Technology, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006416038","display_name":"Xiaobin Rui","orcid":"https://orcid.org/0000-0003-0951-1512"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaobin Rui","raw_affiliation_strings":["School of Computer Science, China University of Mining and Technology, Xuzhou, China and Mine Digitization Engineering Research Center of the Ministry of Education, Xuzhou, China","School of Computer Science, China University of Mining and Technology, China"],"raw_orcid":"https://orcid.org/0000-0003-0951-1512","affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Mining and Technology, Xuzhou, China and Mine Digitization Engineering Research Center of the Ministry of Education, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Computer Science, China University of Mining and Technology, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036357902","display_name":"Philip S. Yu","orcid":"https://orcid.org/0000-0002-3491-5968"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Philip S. Yu","raw_affiliation_strings":["Department of Computer Science, University of Illinois at Chicago, Chicago, IL, USA","Department of Computer Science, University of Illinois at Chicago, USA"],"raw_orcid":"https://orcid.org/0000-0002-3491-5968","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois at Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"Department of Computer Science, University of Illinois at Chicago, USA","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6304,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.83449682,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"19","issue":"1","first_page":"1","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12520","display_name":"Psychology of Moral and Emotional Judgment","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12520","display_name":"Psychology of Moral and Emotional Judgment","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11542","display_name":"Behavioral Health and Interventions","score":0.9745000004768372,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10646","display_name":"Experimental Behavioral Economics Studies","score":0.9692000150680542,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.7283391952514648},{"id":"https://openalex.org/keywords/poverty","display_name":"Poverty","score":0.6575100421905518},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45969027280807495},{"id":"https://openalex.org/keywords/utility-maximization","display_name":"Utility maximization","score":0.4148312509059906},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3888927102088928},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3765206038951874},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34012916684150696},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.27385497093200684},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.2712477445602417},{"id":"https://openalex.org/keywords/economic-growth","display_name":"Economic growth","score":0.08627042174339294}],"concepts":[{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.7283391952514648},{"id":"https://openalex.org/C189326681","wikidata":"https://www.wikidata.org/wiki/Q10294","display_name":"Poverty","level":2,"score":0.6575100421905518},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45969027280807495},{"id":"https://openalex.org/C2985793214","wikidata":"https://www.wikidata.org/wiki/Q3274096","display_name":"Utility maximization","level":2,"score":0.4148312509059906},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3888927102088928},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3765206038951874},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34012916684150696},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.27385497093200684},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2712477445602417},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.08627042174339294}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3701737","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701737","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701737","source":{"id":"https://openalex.org/S41523882","display_name":"ACM Transactions on Knowledge Discovery from Data","issn_l":"1556-4681","issn":["1556-4681","1556-472X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Knowledge Discovery from Data","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3701737","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701737","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701737","source":{"id":"https://openalex.org/S41523882","display_name":"ACM Transactions on Knowledge Discovery from Data","issn_l":"1556-4681","issn":["1556-4681","1556-472X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Knowledge Discovery from Data","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"No poverty","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/1"}],"awards":[{"id":"https://openalex.org/G4864699827","display_name":null,"funder_award_id":"62402496","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7660557340","display_name":null,"funder_award_id":"BK20242084","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4403830166.pdf"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1577069963","https://openalex.org/W2025602960","https://openalex.org/W2056609785","https://openalex.org/W2340985688","https://openalex.org/W2560674852","https://openalex.org/W2792990871","https://openalex.org/W2809246871","https://openalex.org/W2905230593","https://openalex.org/W2914307045","https://openalex.org/W2947396749","https://openalex.org/W2974168418","https://openalex.org/W3001553940","https://openalex.org/W3012895300","https://openalex.org/W3012996519","https://openalex.org/W3022163979","https://openalex.org/W3080365325","https://openalex.org/W3101413764","https://openalex.org/W3128588266","https://openalex.org/W3167919298","https://openalex.org/W3171764584","https://openalex.org/W3198749684","https://openalex.org/W4234578417","https://openalex.org/W4243744326","https://openalex.org/W4250331344","https://openalex.org/W4286220032","https://openalex.org/W4292387417","https://openalex.org/W4362714312","https://openalex.org/W4365503227","https://openalex.org/W6675359311","https://openalex.org/W6762742225"],"related_works":["https://openalex.org/W3121521771","https://openalex.org/W2037938733","https://openalex.org/W2393902186","https://openalex.org/W4388998647","https://openalex.org/W2267645079","https://openalex.org/W2741533395","https://openalex.org/W4296628518","https://openalex.org/W4380149910","https://openalex.org/W2490250203","https://openalex.org/W2118922860"],"abstract_inverted_index":{"Influence":[0,53],"maximization":[1],"(IM)":[2],"aims":[3],"to":[4,14,96,137,229,261],"find":[5],"a":[6,20,84,97,166],"group":[7],"of":[8,68,88,113,123,129,141,146,181,227,243,278],"influential":[9],"nodes":[10],"as":[11,281,283],"initial":[12],"spreaders":[13],"maximize":[15],"the":[16,74,117,121,127,144,159,179,241,249,276,279,284],"influence":[17,80],"spread":[18],"over":[19],"network.":[21],"Yet,":[22],"traditional":[23],"IM":[24],"algorithms":[25,150,265],"have":[26,115,274],"not":[27,104],"been":[28],"designed":[29],"with":[30,61,183],"fairness":[31,69,77,89,133,147,168,176,214,268,286],"in":[32,35,271],"mind,":[33],"resulting":[34],"discrimination":[36],"against":[37],"some":[38,62],"groups,":[39],"like":[40],"LGBTQ":[41],"communities":[42],"and":[43,79,126,221],"racial":[44],"minorities.":[45],"This":[46],"issue":[47],"has":[48],"spurred":[49],"research":[50],"on":[51,187,254],"Fair":[52],"Maximization":[54],"(FIM).":[55],"However,":[56],"existing":[57,132,152],"FIM":[58,71,264],"studies":[59],"come":[60],"drawbacks.":[63],"First,":[64],"most":[65],"proposed":[66,285],"notions":[67,87],"for":[70,107,234],"cannot":[72],"adjust":[73],"tradeoff":[75],"between":[76,120,251],"level":[78,128,145],"spread.":[81],"Second,":[82],"though":[83],"few":[85,98],"specific":[86,99,207],"allow":[90],"such":[91],"balancing,":[92],"they":[93],"are":[94,135],"limited":[95,136],"concave":[100,124,203,219,232],"functions,":[101],"which":[102,174],"may":[103],"be":[105,155],"suitable":[106],"various":[108],"real-world":[109,272],"scenarios.":[110],"Furthermore,":[111],"none":[112],"them":[114],"studied":[116],"deep":[118],"relations":[119],"features":[122],"functions":[125,220,233],"fairness.":[130,142],"Third,":[131],"metrics":[134,153],"their":[138],"corresponding":[139],"concepts":[140],"Comparing":[143],"across":[148],"different":[149,235,267],"using":[151],"can":[154],"challenging.":[156],"To":[157],"tackle":[158],"above":[160],"problems,":[161],"this":[162],"article":[163],"first":[164],"proposes":[165],"novel":[167],"notion":[169],"named":[170],"Poverty":[171],"Reward":[172,242],"(PR),":[173],"achieves":[175],"by":[177,217],"rewarding":[178],"enrichment":[180],"groups":[182],"low":[184],"utility.":[185],"Based":[186,253],"PR,":[188],"we":[189,239],"further":[190],"propose":[191,240],"an":[192,223,256],"algorithmic":[193],"framework":[194],"called":[195],"Concave":[196],"Fairness":[197,244],"Framework":[198],"(CFF)":[199],"that":[200,205,247],"allows":[201],"any":[202],"function":[204],"satisfies":[206],"requirements.":[208],"We":[209],"also":[210],"systematically":[211],"clarify":[212],"how":[213,228],"is":[215,259],"improved":[216],"applying":[218],"provide":[222],"in-depth":[224],"quantitative":[225],"analysis":[226],"select":[230],"appropriate":[231],"utility":[236],"distributions.":[237],"Moreover,":[238],"(RoF)":[245],"metric":[246],"evaluates":[248],"disparity":[250],"groups.":[252],"RoF,":[255],"evaluation":[257],"system":[258],"built":[260],"uniformly":[262],"compare":[263],"from":[266],"notions.":[269],"Experiments":[270],"datasets":[273],"demonstrated":[275],"validity":[277],"CFF,":[280],"well":[282],"notion.":[287]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
