{"id":"https://openalex.org/W4401073329","doi":"https://doi.org/10.1109/mwc.002.2400034","title":"Semantic Communications Toward Graph Data","display_name":"Semantic Communications Toward Graph Data","publication_year":2024,"publication_date":"2024-07-29","ids":{"openalex":"https://openalex.org/W4401073329","doi":"https://doi.org/10.1109/mwc.002.2400034"},"language":"en","primary_location":{"id":"doi:10.1109/mwc.002.2400034","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwc.002.2400034","pdf_url":null,"source":{"id":"https://openalex.org/S146764194","display_name":"IEEE Wireless Communications","issn_l":"1536-1284","issn":["1536-1284","1558-0687"],"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 Wireless Communications","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/A5061304518","display_name":"Chenhan Zhang","orcid":"https://orcid.org/0000-0002-2352-0485"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Chenhan Zhang","raw_affiliation_strings":["University of Technology Sydney,Australia"],"affiliations":[{"raw_affiliation_string":"University of Technology Sydney,Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059567156","display_name":"Zhiyi Tian","orcid":"https://orcid.org/0000-0001-8905-0941"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zhiyi Tian","raw_affiliation_strings":["University of Technology Sydney,Australia"],"affiliations":[{"raw_affiliation_string":"University of Technology Sydney,Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101907050","display_name":"Weiqi Wang","orcid":"https://orcid.org/0000-0002-7905-3126"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Weiqi Wang","raw_affiliation_strings":["University of Technology Sydney,Australia"],"affiliations":[{"raw_affiliation_string":"University of Technology Sydney,Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005228053","display_name":"Shui Yu","orcid":"https://orcid.org/0000-0003-4485-6743"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shui Yu","raw_affiliation_strings":["University of Technology Sydney,Australia"],"affiliations":[{"raw_affiliation_string":"University of Technology Sydney,Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5061304518"],"corresponding_institution_ids":["https://openalex.org/I114017466"],"apc_list":null,"apc_paid":null,"fwci":1.0245,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.80138068,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"31","issue":"6","first_page":"178","last_page":"185"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9758999943733215,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9758999943733215,"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9717000126838684,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9621999859809875,"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":0.8462891578674316},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.46175217628479004},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.32888004183769226},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.32469362020492554}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8462891578674316},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.46175217628479004},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32888004183769226},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32469362020492554}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mwc.002.2400034","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwc.002.2400034","pdf_url":null,"source":{"id":"https://openalex.org/S146764194","display_name":"IEEE Wireless Communications","issn_l":"1536-1284","issn":["1536-1284","1558-0687"],"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 Wireless Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G49414236","display_name":null,"funder_award_id":"LP220100453,DP200101374,DP240100955","funder_id":"https://openalex.org/F4320338275","funder_display_name":"Division of Arctic Sciences"}],"funders":[{"id":"https://openalex.org/F4320338275","display_name":"Division of Arctic Sciences","ror":"https://ror.org/02trddg58"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2294347342","https://openalex.org/W2886970679","https://openalex.org/W3034681945","https://openalex.org/W3036851434","https://openalex.org/W3166401044","https://openalex.org/W4205683915","https://openalex.org/W4225977739","https://openalex.org/W4285138331","https://openalex.org/W4285157251","https://openalex.org/W4289436753","https://openalex.org/W4294691151","https://openalex.org/W4320018468","https://openalex.org/W6726873649","https://openalex.org/W6784203733","https://openalex.org/W6801935883"],"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/W4395014643"],"abstract_inverted_index":{"In":[0],"the":[1,17,37,55,80,86,115,136,152,157,163,168,196,215],"development":[2],"of":[3,19,28,39,78,88,91,148,159],"communication":[4],"systems,":[5,77],"semantic":[6,20,56,96,108,128,198],"communications":[7],"(SemCom)":[8],"represents":[9],"a":[10,72,105,145],"pivotal":[11],"shift":[12],"from":[13],"conventional":[14],"methods,":[15],"underscoring":[16],"primacy":[18],"understanding":[21,119],"in":[22,31,59,156,191,202,207,224],"data":[23,30,61,92],"transmission.":[24],"The":[25,112],"burgeoning":[26],"relevance":[27],"graph":[29,60,107,120,127,137,153,179,197,227],"delineating":[32],"intricate":[33],"real-world":[34],"interconnections,":[35],"underscores":[36],"necessity":[38],"integrating":[40],"it":[41,172],"within":[42],"SemCom":[43,76,225],"frameworks.":[44],"However,":[45],"unlike":[46],"traditional":[47],"unstructured":[48],"data,":[49],"such":[50,89],"as":[51],"images":[52],"and":[53,65,93,125,167,222],"texts,":[54],"information":[57,138,164,180,199],"inherent":[58],"is":[62,173],"more":[63],"abstract":[64],"less":[66],"directly":[67],"perceptible.":[68],"This":[69],"distinction":[70],"poses":[71],"challenge":[73],"to":[74,122,175],"existing":[75,204],"which":[79],"designs":[81],"have":[82],"not":[83],"yet":[84],"considered":[85],"transmission":[87],"types":[90],"their":[94],"associated":[95],"information.":[97,129],"To":[98],"address":[99],"this":[100,102,131],"problem,":[101],"article":[103,216],"introduces":[104],"topology-aware":[106],"coding":[109,142],"(TAGSC)":[110],"framework.":[111],"framework":[113],"emphasizes":[114],"critical":[116],"need":[117],"for":[118,151,226],"topology":[121],"effectively":[123],"transmit":[124],"interpret":[126],"Within":[130],"conceptual":[132],"framework,":[133],"we":[134],"propose":[135],"bottleneck":[139,165],"joint":[140],"semantic-channel":[141],"(GIB-JSCC)":[143],"scheme,":[144],"bespoke":[146],"instantiation":[147],"TAGSC":[149],"tailored":[150],"classification":[154],"task":[155],"context":[158],"SemCom.":[160],"GIB-JSCC":[161],"integrates":[162],"principle":[166],"JSCC":[169],"method.":[170],"Particularly,":[171],"engineered":[174],"filter":[176],"out":[177],"task-irrelevant":[178],"while":[181],"capturing":[182],"task-relevant":[183],"ones.":[184],"Our":[185],"case":[186],"study":[187],"demonstrates":[188],"GIB-JSCC's":[189],"efficacy":[190],"improving":[192],"SemCom's":[193],"performance":[194],"on":[195],"transmission,":[200],"especially":[201],"surpassing":[203],"methods":[205],"notably":[206],"low":[208],"SNR":[209],"conditions.":[210],"With":[211],"an":[212],"open":[213],"ending,":[214],"concludes":[217],"by":[218],"discussing":[219],"future":[220],"prospects":[221],"challenges":[223],"data.":[228]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
