{"id":"https://openalex.org/W4403511053","doi":"https://doi.org/10.1109/tccn.2024.3482354","title":"Semantic Information Extraction and Multi-Agent Communication Optimization Based on Generative Pre-Trained Transformer","display_name":"Semantic Information Extraction and Multi-Agent Communication Optimization Based on Generative Pre-Trained Transformer","publication_year":2024,"publication_date":"2024-10-17","ids":{"openalex":"https://openalex.org/W4403511053","doi":"https://doi.org/10.1109/tccn.2024.3482354"},"language":"en","primary_location":{"id":"doi:10.1109/tccn.2024.3482354","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2024.3482354","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cognitive Communications and Networking","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":"https://openalex.org/A5026176376","display_name":"Li Zhou","orcid":"https://orcid.org/0000-0003-4099-6917"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Zhou","raw_affiliation_strings":["College of Electronic Science and Technology, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-4099-6917","affiliations":[{"raw_affiliation_string":"College of Electronic Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113310701","display_name":"Xinfeng Deng","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinfeng Deng","raw_affiliation_strings":["College of Electronic Science and Technology, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0009-0007-3604-0329","affiliations":[{"raw_affiliation_string":"College of Electronic Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102829268","display_name":"Zhe Wang","orcid":"https://orcid.org/0009-0006-9215-4681"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhe Wang","raw_affiliation_strings":["College of Electronic Science and Technology, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0009-0006-9215-4681","affiliations":[{"raw_affiliation_string":"College of Electronic Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100449425","display_name":"Xiaoying Zhang","orcid":"https://orcid.org/0000-0001-7068-8857"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoying Zhang","raw_affiliation_strings":["College of Electronic Science and Technology, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-7068-8857","affiliations":[{"raw_affiliation_string":"College of Electronic Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025319566","display_name":"Yanjie Dong","orcid":"https://orcid.org/0000-0002-5623-0249"},"institutions":[{"id":"https://openalex.org/I4388482657","display_name":"Shenzhen MSU-BIT University","ror":"https://ror.org/02q963474","country_code":null,"type":"education","lineage":["https://openalex.org/I4388482657"]}],"countries":["CN","MO"],"is_corresponding":false,"raw_author_name":"Yanjie Dong","raw_affiliation_strings":["Artificial Intelligence Research Institute and the Guangdong-Hong Kong-Macao Joint Laboratory for Emotional Intelligence and Pervasive Computing, Shenzhen MSU-BIT University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-5623-0249","affiliations":[{"raw_affiliation_string":"Artificial Intelligence Research Institute and the Guangdong-Hong Kong-Macao Joint Laboratory for Emotional Intelligence and Pervasive Computing, Shenzhen MSU-BIT University, Shenzhen, China","institution_ids":["https://openalex.org/I4388482657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007941489","display_name":"Xiping Hu","orcid":"https://orcid.org/0000-0002-4952-699X"},"institutions":[{"id":"https://openalex.org/I4388482657","display_name":"Shenzhen MSU-BIT University","ror":"https://ror.org/02q963474","country_code":null,"type":"education","lineage":["https://openalex.org/I4388482657"]}],"countries":["CN","MO"],"is_corresponding":false,"raw_author_name":"Xiping Hu","raw_affiliation_strings":["Artificial Intelligence Research Institute and the Guangdong-Hong Kong-Macao Joint Laboratory for Emotional Intelligence and Pervasive Computing, Shenzhen MSU-BIT University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-4952-699X","affiliations":[{"raw_affiliation_string":"Artificial Intelligence Research Institute and the Guangdong-Hong Kong-Macao Joint Laboratory for Emotional Intelligence and Pervasive Computing, Shenzhen MSU-BIT University, Shenzhen, China","institution_ids":["https://openalex.org/I4388482657"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhaolong Ning","orcid":"https://orcid.org/0009-0009-5559-3695"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaolong Ning","raw_affiliation_strings":["School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0009-0009-5559-3695","affiliations":[{"raw_affiliation_string":"School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020741290","display_name":"Jibo Wei","orcid":"https://orcid.org/0000-0003-0165-6119"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jibo Wei","raw_affiliation_strings":["College of Electronic Science and Technology, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-0165-6119","affiliations":[{"raw_affiliation_string":"College of Electronic Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.1677,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.94805706,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"11","issue":"2","first_page":"725","last_page":"737"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.5631999969482422,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.5631999969482422,"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/computer-science","display_name":"Computer science","score":0.835309624671936},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6574791669845581},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5368900895118713},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5114742517471313},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.5081322193145752},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3904901444911957},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3852861225605011}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.835309624671936},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6574791669845581},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5368900895118713},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5114742517471313},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.5081322193145752},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3904901444911957},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3852861225605011},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tccn.2024.3482354","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tccn.2024.3482354","pdf_url":null,"source":{"id":"https://openalex.org/S2484188435","display_name":"IEEE Transactions on Cognitive Communications and Networking","issn_l":"2332-7731","issn":["2332-7731","2372-2045"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cognitive Communications and Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3206182876","display_name":null,"funder_award_id":"2022JJ30047","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W4226047696","https://openalex.org/W4283789768","https://openalex.org/W4385245566","https://openalex.org/W4390422037","https://openalex.org/W4390738767","https://openalex.org/W4391759513","https://openalex.org/W4392883051","https://openalex.org/W4395017666","https://openalex.org/W4399665967","https://openalex.org/W4399994184","https://openalex.org/W4400111473","https://openalex.org/W4400679943","https://openalex.org/W4400944754","https://openalex.org/W4401878764","https://openalex.org/W6728155968","https://openalex.org/W6739516088","https://openalex.org/W6749304979","https://openalex.org/W6752910514","https://openalex.org/W6757781149","https://openalex.org/W6763484891","https://openalex.org/W6767328439","https://openalex.org/W6769091550","https://openalex.org/W6781750019","https://openalex.org/W6784951334","https://openalex.org/W6795288823","https://openalex.org/W6855880693","https://openalex.org/W6856002396","https://openalex.org/W6857901014","https://openalex.org/W6860816989","https://openalex.org/W6863289730","https://openalex.org/W6864671115","https://openalex.org/W6864814957","https://openalex.org/W6876144957"],"related_works":["https://openalex.org/W2380075625","https://openalex.org/W4390718435","https://openalex.org/W4390549206","https://openalex.org/W3137171911","https://openalex.org/W4379540039","https://openalex.org/W4237784285","https://openalex.org/W2374712251","https://openalex.org/W4383031710","https://openalex.org/W3211753092","https://openalex.org/W2368651715"],"abstract_inverted_index":{"The":[0,87],"collaboration":[1],"among":[2,95,149],"multiple":[3],"agents":[4,81,96],"demands":[5],"for":[6,57],"efficient":[7,161],"communication.":[8],"However,":[9],"the":[10,14,27,72,109,116,124,135,146,166],"observational":[11],"data":[12,101],"in":[13,165],"multi-agent":[15,41,58,167],"systems":[16],"are":[17],"typically":[18],"voluminous":[19],"and":[20,22,70,138,156,162],"redundant":[21],"pose":[23],"substantial":[24],"challenges":[25],"to":[26,51,66,75,82,123,159],"communication":[28,42,59,110,117,164],"system":[29],"when":[30],"transmitted":[31],"directly.":[32],"To":[33],"address":[34],"this":[35,37],"issue,":[36],"paper":[38],"introduces":[39],"a":[40,154],"scheme":[43,62],"based":[44],"on":[45],"large":[46],"language":[47],"model":[48],"(LLM),":[49],"referred":[50],"as":[52],"GPT-based":[53],"semantic":[54,68,100],"information":[55,69],"extraction":[56],"(GMAC).":[60],"This":[61,104],"utilizes":[63],"an":[64],"LLM":[65],"extract":[67],"leverages":[71],"generative":[73],"capabilities":[74],"predict":[76],"subsequent":[77],"actions,":[78],"thereby":[79],"enabling":[80],"make":[83],"more":[84],"informed":[85],"decisions.":[86],"GMAC":[88,131,152],"approach":[89],"significantly":[90],"reduces":[91,115],"signaling":[92,147],"expenditure":[93,148],"exchanged":[94],"by":[97,119],"extracting":[98],"key":[99],"via":[102],"LLM.":[103],"method":[105,158],"not":[106,132],"only":[107,133],"simplifies":[108],"process":[111],"but":[112,142],"also":[113,143],"effectively":[114],"overhead":[118],"approximately":[120],"53%":[121],"compared":[122],"baseline":[125],"methods.":[126],"Experimental":[127],"results":[128],"indicate":[129],"that":[130],"improves":[134],"convergence":[136],"speed":[137],"accuracy":[139],"of":[140],"decision-making":[141],"substantially":[144],"decreases":[145],"agents.":[150],"Consequently,":[151],"offers":[153],"straightforward":[155],"effective":[157],"achieve":[160],"economical":[163],"systems.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
