{"id":"https://openalex.org/W4399526193","doi":"https://doi.org/10.1109/tmc.2024.3408142","title":"Learning Wireless Data Knowledge Graph for Green Intelligent Communications: Methodology and Experiments","display_name":"Learning Wireless Data Knowledge Graph for Green Intelligent Communications: Methodology and Experiments","publication_year":2024,"publication_date":"2024-06-11","ids":{"openalex":"https://openalex.org/W4399526193","doi":"https://doi.org/10.1109/tmc.2024.3408142"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2024.3408142","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3408142","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","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/A5056225611","display_name":"Yongming Huang","orcid":"https://orcid.org/0000-0003-3616-4616"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongming Huang","raw_affiliation_strings":["National Mobile Communications Research Laboratory, School of Information Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-3616-4616","affiliations":[{"raw_affiliation_string":"National Mobile Communications Research Laboratory, School of Information Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072916702","display_name":"Xiaohu You","orcid":"https://orcid.org/0000-0002-0809-8511"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohu You","raw_affiliation_strings":["National Mobile Communications Research Laboratory, School of Information Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-0809-8511","affiliations":[{"raw_affiliation_string":"National Mobile Communications Research Laboratory, School of Information Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102833338","display_name":"Hang Zhan","orcid":"https://orcid.org/0000-0002-2382-4577"},"institutions":[{"id":"https://openalex.org/I4210155350","display_name":"Purple Mountain Laboratories","ror":"https://ror.org/04zcbk583","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210155350"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hang Zhan","raw_affiliation_strings":["Purple Mountain Laboratories, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-2382-4577","affiliations":[{"raw_affiliation_string":"Purple Mountain Laboratories, Nanjing, China","institution_ids":["https://openalex.org/I4210155350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046019676","display_name":"Shiwen He","orcid":"https://orcid.org/0000-0003-0549-4970"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]},{"id":"https://openalex.org/I4210155350","display_name":"Purple Mountain Laboratories","ror":"https://ror.org/04zcbk583","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210155350"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiwen He","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, China","Purple Mountain Laboratories, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-0549-4970","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"Purple Mountain Laboratories, Nanjing, China","institution_ids":["https://openalex.org/I4210155350"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ningning Fu","orcid":"https://orcid.org/0009-0009-7407-6597"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ningning Fu","raw_affiliation_strings":["School of Information Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0009-7407-6597","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013867024","display_name":"Wei Xu","orcid":"https://orcid.org/0000-0001-9341-8382"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Xu","raw_affiliation_strings":["National Mobile Communications Research Laboratory, School of Information Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-9341-8382","affiliations":[{"raw_affiliation_string":"National Mobile Communications Research Laboratory, School of Information Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8649,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7299701,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"23","issue":"12","first_page":"12298","last_page":"12312"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.8241535425186157},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5481123328208923},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.43357133865356445},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4203827977180481},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.37283873558044434},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2606874704360962},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2428210973739624}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8241535425186157},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5481123328208923},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.43357133865356445},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4203827977180481},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.37283873558044434},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2606874704360962},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2428210973739624}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmc.2024.3408142","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3408142","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3264992662","display_name":null,"funder_award_id":"62171474","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G900479562","display_name":null,"funder_award_id":"62225107","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2073587810","https://openalex.org/W2283196293","https://openalex.org/W2756203131","https://openalex.org/W2759136286","https://openalex.org/W2794262854","https://openalex.org/W2888448571","https://openalex.org/W2911286998","https://openalex.org/W2969519626","https://openalex.org/W2993508366","https://openalex.org/W2997437197","https://openalex.org/W3042999029","https://openalex.org/W3110989801","https://openalex.org/W3180128748","https://openalex.org/W3205260830","https://openalex.org/W4210568258","https://openalex.org/W4221150253","https://openalex.org/W4312442854","https://openalex.org/W4317794926","https://openalex.org/W4384158362","https://openalex.org/W4385627407","https://openalex.org/W4391019797","https://openalex.org/W4393154955","https://openalex.org/W6679436768","https://openalex.org/W6730084236","https://openalex.org/W6746015598"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W2908230797"],"abstract_inverted_index":{"Native":[0],"artificial":[1],"intelligence":[2],"(AI)":[3],"has":[4],"played":[5],"a":[6,35,42,59,93,151,161],"pivotal":[7],"role":[8],"in":[9,174],"shaping":[10],"the":[11,50,75,98,104,112,169,181],"evolution":[12],"of":[13,37,44,62,115,172,191,198],"6G":[14],"networks.":[15,146],"It":[16],"must":[17],"meet":[18],"stringent":[19],"real-time":[20],"requirements":[21],"and":[22,40,110,117,133,142,160,178,188],"therefore":[23],"deploying":[24],"lightweight":[25],"AI":[26,51,80,130,192],"models":[27],"is":[28,54],"necessary.":[29],"However,":[30],"as":[31,122],"wireless":[32,94,99],"networks":[33],"generate":[34],"multitude":[36],"data":[38,64,95,100,108,177,186],"fields":[39,109],"only":[41,128],"fraction":[43],"them":[45],"imposes":[46],"significant":[47],"impact":[48],"on":[49],"models,":[52],"it":[53,126],"essential":[55],"to":[56,91,121],"accurately":[57],"identify":[58],"small":[60],"amount":[61],"critical":[63],"that":[65,180],"significantly":[66,138],"impacts":[67],"communication":[68,145],"performance.":[69],"In":[70],"this":[71],"paper,":[72],"we":[73,102],"propose":[74],"pervasive":[76],"multi-level":[77],"(PML)":[78],"native":[79],"architecture,":[81],"which":[82],"incorporates":[83],"knowledge":[84],"graph":[85,154],"(KG)":[86],"into":[87],"mobile":[88],"network":[89,157],"operations":[90],"establish":[92],"KG.":[96],"Leveraging":[97],"KG,":[101],"analyze":[103],"relationships":[105],"among":[106],"various":[107],"provide":[111],"on-demand":[113],"generation":[114,164],"minimal":[116],"effective":[118],"datasets,":[119],"referred":[120],"feature":[123,162],"datasets.":[124],"Consequently,":[125],"not":[127],"enhances":[129],"training,":[131],"inference,":[132],"validation":[134],"processes":[135],"but":[136],"also":[137],"reduces":[139,185],"resource":[140],"wastage":[141],"overhead":[143],"for":[144],"The":[147],"proposed":[148,182],"solution":[149],"includes":[150],"spatio-temporal":[152,176],"heterogeneous":[153],"attention":[155],"neural":[156],"model":[158],"(STREAM)":[159],"dataset":[163],"algorithm.":[165],"Experimental":[166],"results":[167],"validate":[168],"exceptional":[170],"capability":[171],"STREAM":[173],"handling":[175],"demonstrate":[179],"architecture":[183],"effectively":[184],"scale":[187],"computational":[189],"costs":[190],"training":[193],"by":[194],"almost":[195],"an":[196],"order":[197],"magnitude.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-27T08:26:11.824852","created_date":"2025-10-10T00:00:00"}
