{"id":"https://openalex.org/W4404031760","doi":"https://doi.org/10.1109/icccnt61001.2024.10725540","title":"Influence maximization in evolving graphs using reinforcement learning","display_name":"Influence maximization in evolving graphs using reinforcement learning","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404031760","doi":"https://doi.org/10.1109/icccnt61001.2024.10725540"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10725540","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10725540","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5068440754","display_name":"Abhinav Choudhury","orcid":"https://orcid.org/0000-0002-0359-1630"},"institutions":[{"id":"https://openalex.org/I9579091","display_name":"Indian Institute of Technology Mandi","ror":"https://ror.org/05r9r2f34","country_code":"IN","type":"education","lineage":["https://openalex.org/I9579091"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abhinav Choudhury","raw_affiliation_strings":["Indian Institute of Technology,Applied Cognitive Science Laboratory,Mandi,Himachal Pradesh,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology,Applied Cognitive Science Laboratory,Mandi,Himachal Pradesh,India","institution_ids":["https://openalex.org/I9579091"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054990685","display_name":"Prakash Duraisamy","orcid":"https://orcid.org/0000-0001-6446-3766"},"institutions":[{"id":"https://openalex.org/I129510320","display_name":"University of Wisconsin\u2013Green Bay","ror":"https://ror.org/05hbexn54","country_code":"US","type":"education","lineage":["https://openalex.org/I129510320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prakash Duraisamy","raw_affiliation_strings":["University of Wisconsin Green Bay,Green Bay,Wisconsin,U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Wisconsin Green Bay,Green Bay,Wisconsin,U.S.A","institution_ids":["https://openalex.org/I129510320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016294411","display_name":"James Van Haneghan","orcid":null},"institutions":[{"id":"https://openalex.org/I83809506","display_name":"University of South Alabama","ror":"https://ror.org/01s7b5y08","country_code":"US","type":"education","lineage":["https://openalex.org/I83809506"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Van Haneghan","raw_affiliation_strings":["University of South Alabama,Mobile,Alabama,U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Alabama,Mobile,Alabama,U.S.A","institution_ids":["https://openalex.org/I83809506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043068343","display_name":"Fang Jiang","orcid":"https://orcid.org/0000-0001-8977-5109"},"institutions":[{"id":"https://openalex.org/I134113660","display_name":"University of Nevada, Reno","ror":"https://ror.org/01keh0577","country_code":"US","type":"education","lineage":["https://openalex.org/I134113660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fang Jiang","raw_affiliation_strings":["University of Nevada-Reno,Reno,Nevada,U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Nevada-Reno,Reno,Nevada,U.S.A","institution_ids":["https://openalex.org/I134113660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102726164","display_name":"Varun Dutt","orcid":"https://orcid.org/0000-0002-4218-4907"},"institutions":[{"id":"https://openalex.org/I9579091","display_name":"Indian Institute of Technology Mandi","ror":"https://ror.org/05r9r2f34","country_code":"IN","type":"education","lineage":["https://openalex.org/I9579091"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Varun Dutt","raw_affiliation_strings":["Indian Institute of Technology,Applied Cognitive Science Laboratory,Mandi,Himachal Pradesh,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology,Applied Cognitive Science Laboratory,Mandi,Himachal Pradesh,India","institution_ids":["https://openalex.org/I9579091"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6109,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.7485465,"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":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.8600999712944031,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.8600999712944031,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.8238000273704529,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7527955174446106},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6949936747550964},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.6735672950744629},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47908836603164673},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40000641345977783},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.26067590713500977},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15193074941635132}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7527955174446106},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6949936747550964},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.6735672950744629},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47908836603164673},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40000641345977783},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.26067590713500977},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15193074941635132}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10725540","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10725540","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W166862392","https://openalex.org/W1568437708","https://openalex.org/W1654194294","https://openalex.org/W1680189815","https://openalex.org/W1984069252","https://openalex.org/W2042123098","https://openalex.org/W2061820396","https://openalex.org/W2087194317","https://openalex.org/W2108858998","https://openalex.org/W2116341502","https://openalex.org/W2132801025","https://openalex.org/W2141403143","https://openalex.org/W2142517301","https://openalex.org/W2145339207","https://openalex.org/W2267186426","https://openalex.org/W2294347342","https://openalex.org/W2597709861","https://openalex.org/W2607264901","https://openalex.org/W2618530766","https://openalex.org/W2791473713","https://openalex.org/W2792990871","https://openalex.org/W2899339916","https://openalex.org/W2950697450","https://openalex.org/W2976859544","https://openalex.org/W3011345566","https://openalex.org/W3104626960","https://openalex.org/W4214717370","https://openalex.org/W4297927382","https://openalex.org/W6640185926","https://openalex.org/W6687681856","https://openalex.org/W6697873463","https://openalex.org/W6726873649","https://openalex.org/W6738964360","https://openalex.org/W6739901393","https://openalex.org/W6760302811","https://openalex.org/W6780009173"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Influence":[0],"maximization":[1,63],"(IM)":[2],"aims":[3],"to":[4,18,34,87,99],"maximize":[5],"awareness":[6],"in":[7,36,64,112,116],"a":[8,43,100],"social":[9,66],"network":[10],"by":[11],"selecting":[12],"the":[13,88,107],"optimal":[14],"set":[15],"of":[16,81,96,109],"individuals":[17],"start":[19],"information":[20,114],"diffusion.":[21],"Traditional":[22],"heuristic":[23,101],"IM":[24,102],"algorithms":[25],"struggle":[26],"with":[27,79],"evolving":[28,117],"networks,":[29],"requiring":[30],"frequent":[31],"reapplication":[32],"due":[33],"changes":[35],"structure.":[37],"To":[38],"address":[39],"this,":[40],"we":[41],"propose":[42],"reinforcement":[44],"learning":[45],"(RL)":[46],"framework":[47],"that":[48],"leverages":[49],"edge-based":[50],"graph":[51],"neural":[52],"networks":[53,59],"(GNN)":[54],"and":[55,73],"double":[56],"deep":[57],"Q":[58],"(DDQN)":[60],"for":[61],"influence":[62,93],"dynamic":[65],"networks.":[67,118],"We":[68],"tested":[69],"it":[70],"on":[71],"Wiki-vote":[72],"fb-food-pages":[74],"datasets,":[75],"our":[76],"framework,":[77],"trained":[78],"20%":[80],"edges":[82],"randomly":[83],"removed,":[84],"effectively":[85],"generalized":[86],"full":[89],"graph,":[90],"achieving":[91],"an":[92],"spread":[94],"difference":[95],"8%":[97],"compared":[98],"algorithm.":[103],"This":[104],"study":[105],"demonstrates":[106],"potential":[108],"RL-based":[110],"approaches":[111],"optimizing":[113],"dissemination":[115]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
