{"id":"https://openalex.org/W4220775951","doi":"https://doi.org/10.1109/icce53296.2022.9730290","title":"An Implementation Study of Network Data Analytic Function in 5G","display_name":"An Implementation Study of Network Data Analytic Function in 5G","publication_year":2022,"publication_date":"2022-01-07","ids":{"openalex":"https://openalex.org/W4220775951","doi":"https://doi.org/10.1109/icce53296.2022.9730290"},"language":"en","primary_location":{"id":"doi:10.1109/icce53296.2022.9730290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce53296.2022.9730290","pdf_url":null,"source":{"id":"https://openalex.org/S4363608007","display_name":"2022 IEEE International Conference on Consumer Electronics (ICCE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Consumer Electronics (ICCE)","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/A5101503306","display_name":"Taeyun Kim","orcid":"https://orcid.org/0000-0002-4283-6805"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Taeyun Kim","raw_affiliation_strings":["Korea University,School of Electrical Engineering,Seoul,Korea","School of Electrical Engineering, Korea University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Korea University,School of Electrical Engineering,Seoul,Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053805325","display_name":"Joonwoo Kim","orcid":"https://orcid.org/0000-0002-0680-403X"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joonwoo Kim","raw_affiliation_strings":["Korea University,School of Electrical Engineering,Seoul,Korea","School of Electrical Engineering, Korea University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Korea University,School of Electrical Engineering,Seoul,Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007398507","display_name":"Haneul Ko","orcid":"https://orcid.org/0000-0002-9067-445X"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Haneul Ko","raw_affiliation_strings":["Korea University,Department of Computer Convergence Software,Korea","Department of Computer Convergence Software, Korea University, Korea"],"affiliations":[{"raw_affiliation_string":"Korea University,Department of Computer Convergence Software,Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"Department of Computer Convergence Software, Korea University, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041750187","display_name":"Sangwon Seo","orcid":"https://orcid.org/0000-0002-9181-9454"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sangwon Seo","raw_affiliation_strings":["Korea University,School of Electrical Engineering,Seoul,Korea","School of Electrical Engineering, Korea University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Korea University,School of Electrical Engineering,Seoul,Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001509515","display_name":"Youbin Jcon","orcid":null},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Youbin Jcon","raw_affiliation_strings":["Korea University,School of Electrical Engineering,Seoul,Korea","School of Electrical Engineering, Korea University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Korea University,School of Electrical Engineering,Seoul,Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075644118","display_name":"Hyeonjae Jeong","orcid":"https://orcid.org/0000-0002-6320-7063"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyeonjae Jeong","raw_affiliation_strings":["Korea University,School of Electrical Engineering,Seoul,Korea","School of Electrical Engineering, Korea University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Korea University,School of Electrical Engineering,Seoul,Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100426789","display_name":"Seunghyun Lee","orcid":"https://orcid.org/0000-0002-4701-2856"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seunghyun Lee","raw_affiliation_strings":["Korea University,School of Electrical Engineering,Seoul,Korea","School of Electrical Engineering, Korea University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Korea University,School of Electrical Engineering,Seoul,Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015321839","display_name":"Sangheon Pack","orcid":"https://orcid.org/0000-0002-1085-1568"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sangheon Pack","raw_affiliation_strings":["Korea University,School of Electrical Engineering,Seoul,Korea","School of Electrical Engineering, Korea University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Korea University,School of Electrical Engineering,Seoul,Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101503306"],"corresponding_institution_ids":["https://openalex.org/I197347611"],"apc_list":null,"apc_paid":null,"fwci":5.478,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.97540527,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9721999764442444,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9721999764442444,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.9578999876976013,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11932","display_name":"Wireless Body Area Networks","score":0.9496999979019165,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7467923760414124},{"id":"https://openalex.org/keywords/operability","display_name":"Operability","score":0.6392712593078613},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.6122080087661743},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5740249752998352},{"id":"https://openalex.org/keywords/grasp","display_name":"GRASP","score":0.4847869277000427},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.45423832535743713},{"id":"https://openalex.org/keywords/function-model","display_name":"Function model","score":0.44728440046310425},{"id":"https://openalex.org/keywords/logical-data-model","display_name":"Logical data model","score":0.4432083070278168},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4378723204135895},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.43421831727027893},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.42016321420669556},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4134441018104553},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13050618767738342},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1293199360370636},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.12929648160934448},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11553552746772766},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09392136335372925}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7467923760414124},{"id":"https://openalex.org/C126231374","wikidata":"https://www.wikidata.org/wiki/Q1061298","display_name":"Operability","level":2,"score":0.6392712593078613},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.6122080087661743},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5740249752998352},{"id":"https://openalex.org/C171268870","wikidata":"https://www.wikidata.org/wiki/Q1486676","display_name":"GRASP","level":2,"score":0.4847869277000427},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.45423832535743713},{"id":"https://openalex.org/C162798781","wikidata":"https://www.wikidata.org/wiki/Q5508775","display_name":"Function model","level":5,"score":0.44728440046310425},{"id":"https://openalex.org/C203702819","wikidata":"https://www.wikidata.org/wiki/Q17146953","display_name":"Logical data model","level":3,"score":0.4432083070278168},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4378723204135895},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.43421831727027893},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.42016321420669556},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4134441018104553},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13050618767738342},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1293199360370636},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.12929648160934448},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11553552746772766},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09392136335372925},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce53296.2022.9730290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce53296.2022.9730290","pdf_url":null,"source":{"id":"https://openalex.org/S4363608007","display_name":"2022 IEEE International Conference on Consumer Electronics (ICCE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3089353361","https://openalex.org/W81164209","https://openalex.org/W638142098","https://openalex.org/W2991945580","https://openalex.org/W1592030807","https://openalex.org/W2098136777","https://openalex.org/W846443833","https://openalex.org/W2050347474","https://openalex.org/W2400510421","https://openalex.org/W2547185650"],"abstract_inverted_index":{"Network":[0],"automation":[1],"and":[2,9,61,83],"intelligence":[3],"are":[4],"evolutionary":[5],"directions":[6],"in":[7,33,94],"5G,":[8],"network":[10],"data":[11],"analytic":[12,69],"function":[13,55,65],"(NWDAF)":[14],"plays":[15],"a":[16],"key":[17],"role":[18],"to":[19,57,67],"realize":[20],"this":[21,24],"vision.":[22],"In":[23],"work,":[25],"we":[26],"present":[27],"an":[28,37],"implementation":[29],"result":[30],"of":[31,50,81],"NWDAF":[32,47,82],"free5GC":[34],"that":[35],"is":[36],"open":[38],"software":[39],"for":[40],"3GPP":[41],"mobile":[42],"core":[43],"networks.":[44],"The":[45],"implemented":[46],"module":[48],"consists":[49],"1)":[51],"model":[52,60],"training":[53],"logical":[54],"(MTLF)":[56],"train":[58],"the":[59,73,79],"2)":[62],"analytics":[63],"logic":[64],"(AnLF)":[66],"provide":[68],"results":[70],"based":[71],"on":[72],"trained":[74],"model.":[75],"We":[76],"have":[77],"verified":[78],"operability":[80],"released":[84],"it":[85],"through":[86],"Github.":[87],"Extensive":[88],"experimental":[89],"study":[90],"will":[91],"be":[92],"conducted":[93],"our":[95],"future":[96],"work.":[97]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
