{"id":"https://openalex.org/W4221127907","doi":"https://doi.org/10.1109/icce53296.2022.9730205","title":"Trafficformer: A Transformer-based Traffic Predictor","display_name":"Trafficformer: A Transformer-based Traffic Predictor","publication_year":2022,"publication_date":"2022-01-07","ids":{"openalex":"https://openalex.org/W4221127907","doi":"https://doi.org/10.1109/icce53296.2022.9730205"},"language":"en","primary_location":{"id":"doi:10.1109/icce53296.2022.9730205","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce53296.2022.9730205","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/A5086828959","display_name":"Junseo Ko","orcid":"https://orcid.org/0000-0002-4458-3987"},"institutions":[{"id":"https://openalex.org/I146429904","display_name":"Incheon National University","ror":"https://ror.org/02xf7p935","country_code":"KR","type":"education","lineage":["https://openalex.org/I146429904"]},{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Junseo Ko","raw_affiliation_strings":["Sungkyunkwan University, Incheon National University, Korea University"],"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University, Incheon National University, Korea University","institution_ids":["https://openalex.org/I848706","https://openalex.org/I146429904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073242785","display_name":"Jeewoo Yoon","orcid":"https://orcid.org/0000-0002-9067-8653"},"institutions":[{"id":"https://openalex.org/I146429904","display_name":"Incheon National University","ror":"https://ror.org/02xf7p935","country_code":"KR","type":"education","lineage":["https://openalex.org/I146429904"]},{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jeewoo Yoon","raw_affiliation_strings":["Sungkyunkwan University, Incheon National University, Korea University"],"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University, Incheon National University, Korea University","institution_ids":["https://openalex.org/I848706","https://openalex.org/I146429904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060507302","display_name":"Daejin Choi","orcid":"https://orcid.org/0000-0001-5070-360X"},"institutions":[{"id":"https://openalex.org/I146429904","display_name":"Incheon National University","ror":"https://ror.org/02xf7p935","country_code":"KR","type":"education","lineage":["https://openalex.org/I146429904"]},{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Daejin Choi","raw_affiliation_strings":["Sungkyunkwan University, Incheon National University, Korea University"],"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University, Incheon National University, Korea University","institution_ids":["https://openalex.org/I848706","https://openalex.org/I146429904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047279790","display_name":"Eunil Park","orcid":"https://orcid.org/0000-0002-3177-3538"},"institutions":[{"id":"https://openalex.org/I146429904","display_name":"Incheon National University","ror":"https://ror.org/02xf7p935","country_code":"KR","type":"education","lineage":["https://openalex.org/I146429904"]},{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Eunil Park","raw_affiliation_strings":["Sungkyunkwan University, Incheon National University, Korea University"],"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University, Incheon National University, Korea University","institution_ids":["https://openalex.org/I848706","https://openalex.org/I146429904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015321839","display_name":"Sangheon Pack","orcid":"https://orcid.org/0000-0002-1085-1568"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]},{"id":"https://openalex.org/I146429904","display_name":"Incheon National University","ror":"https://ror.org/02xf7p935","country_code":"KR","type":"education","lineage":["https://openalex.org/I146429904"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sangheon Pack","raw_affiliation_strings":["Sungkyunkwan University, Incheon National University, Korea University"],"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University, Incheon National University, Korea University","institution_ids":["https://openalex.org/I848706","https://openalex.org/I146429904"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012872041","display_name":"Jinyoung Han","orcid":"https://orcid.org/0000-0002-8911-2791"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]},{"id":"https://openalex.org/I146429904","display_name":"Incheon National University","ror":"https://ror.org/02xf7p935","country_code":"KR","type":"education","lineage":["https://openalex.org/I146429904"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinyoung Han","raw_affiliation_strings":["Sungkyunkwan University, Incheon National University, Korea University"],"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University, Incheon National University, Korea University","institution_ids":["https://openalex.org/I848706","https://openalex.org/I146429904"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5086828959"],"corresponding_institution_ids":["https://openalex.org/I146429904","https://openalex.org/I848706"],"apc_list":null,"apc_paid":null,"fwci":0.1039,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.23163111,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"32","issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9987999796867371,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9987999796867371,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.996399998664856,"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"}},{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.7315323352813721},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.7049680948257446},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5001823902130127},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4588383734226227},{"id":"https://openalex.org/keywords/road-traffic","display_name":"Road traffic","score":0.4155064821243286},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4146270751953125},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4127798080444336},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3874886631965637},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22190776467323303},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.1988278031349182},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.19231203198432922},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15545746684074402},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.14057192206382751}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7315323352813721},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.7049680948257446},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5001823902130127},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4588383734226227},{"id":"https://openalex.org/C2985695025","wikidata":"https://www.wikidata.org/wiki/Q4323994","display_name":"Road traffic","level":2,"score":0.4155064821243286},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4146270751953125},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4127798080444336},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3874886631965637},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22190776467323303},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.1988278031349182},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.19231203198432922},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15545746684074402},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.14057192206382751},{"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/icce53296.2022.9730205","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce53296.2022.9730205","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":[{"display_name":"Quality Education","score":0.5,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G1464527258","display_name":null,"funder_award_id":"2021R1A4A3022102","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2954731415","https://openalex.org/W3008191852","https://openalex.org/W3129433613","https://openalex.org/W4385245566","https://openalex.org/W6739901393","https://openalex.org/W6764679822"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W3034529322","https://openalex.org/W2113597336","https://openalex.org/W2115913271","https://openalex.org/W2611989081","https://openalex.org/W2155505549","https://openalex.org/W2357479218","https://openalex.org/W1819546284","https://openalex.org/W2043253324","https://openalex.org/W2018648706"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2],"deep":[3],"learning":[4],"model":[5,14,46],"that":[6,43],"can":[7,47],"pre-dict":[8],"future":[9,50],"traffic.":[10],"The":[11,39],"proposed":[12,45],"Transformer-based":[13],"is":[15],"evaluated":[16],"using":[17],"the":[18,44,49],"visit":[19],"data":[20],"of":[21],"popular":[22],"Wikipedia":[23],"pages":[24],"for":[25],"more":[26],"than":[27],"2":[28],"years":[29],"through":[30],"multiple":[31],"accessing":[32],"devices":[33],"such":[34],"as":[35],"mobile":[36],"and":[37],"desktop.":[38],"experiment":[40],"results":[41],"demonstrate":[42],"predict":[48],"traffic":[51],"with":[52],"high":[53],"accuracy.":[54]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}