{"id":"https://openalex.org/W3016143885","doi":"https://doi.org/10.23919/icact48636.2020.9061516","title":"Traffic Prediction on Communication Network based on Spatial-Temporal Information","display_name":"Traffic Prediction on Communication Network based on Spatial-Temporal Information","publication_year":2020,"publication_date":"2020-02-01","ids":{"openalex":"https://openalex.org/W3016143885","doi":"https://doi.org/10.23919/icact48636.2020.9061516","mag":"3016143885"},"language":"en","primary_location":{"id":"doi:10.23919/icact48636.2020.9061516","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact48636.2020.9061516","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 22nd International Conference on Advanced Communication Technology (ICACT)","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/A5100616306","display_name":"Yue Ma","orcid":"https://orcid.org/0000-0001-8672-4090"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yue Ma","raw_affiliation_strings":["Information and Telecommunication Company, State Grid Jibei Electric Power Company Limited, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Information and Telecommunication Company, State Grid Jibei Electric Power Company Limited, Beijing, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101685717","display_name":"Bo Peng","orcid":"https://orcid.org/0000-0003-1514-6881"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Peng","raw_affiliation_strings":["Information and Telecommunication Company, State Grid Jibei Electric Power Company Limited, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Information and Telecommunication Company, State Grid Jibei Electric Power Company Limited, Beijing, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101625368","display_name":"Mingjun Ma","orcid":"https://orcid.org/0009-0005-7863-3021"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingjun Ma","raw_affiliation_strings":["School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100365598","display_name":"Yifei Wang","orcid":"https://orcid.org/0000-0002-9620-4897"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifei Wang","raw_affiliation_strings":["Information and Telecommunication Company, State Grid Jibei Electric Power Company Limited, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Information and Telecommunication Company, State Grid Jibei Electric Power Company Limited, Beijing, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104081778","display_name":"Ding Xiao","orcid":"https://orcid.org/0009-0000-9382-4663"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ding Xiao","raw_affiliation_strings":["School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100616306"],"corresponding_institution_ids":["https://openalex.org/I17442442"],"apc_list":null,"apc_paid":null,"fwci":0.1273,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46268055,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"304","last_page":"309"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9825000166893005,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/timestamp","display_name":"Timestamp","score":0.8631827235221863},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7805336713790894},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.569196343421936},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5510983467102051},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.5444104075431824},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5434934496879578},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4263215959072113},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.32344377040863037},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.197673499584198},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1068078875541687},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10167217254638672}],"concepts":[{"id":"https://openalex.org/C113954288","wikidata":"https://www.wikidata.org/wiki/Q186885","display_name":"Timestamp","level":2,"score":0.8631827235221863},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7805336713790894},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.569196343421936},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5510983467102051},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.5444104075431824},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5434934496879578},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4263215959072113},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32344377040863037},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.197673499584198},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1068078875541687},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10167217254638672},{"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/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/icact48636.2020.9061516","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icact48636.2020.9061516","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 22nd International Conference on Advanced Communication Technology (ICACT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1598519330","https://openalex.org/W1973943669","https://openalex.org/W1988580225","https://openalex.org/W2062840500","https://openalex.org/W2113298739","https://openalex.org/W2190432600","https://openalex.org/W2323435167","https://openalex.org/W2514159439","https://openalex.org/W2577197948","https://openalex.org/W2614121823","https://openalex.org/W2624190409","https://openalex.org/W2756203131","https://openalex.org/W3103720336"],"related_works":["https://openalex.org/W2060561905","https://openalex.org/W1417711376","https://openalex.org/W1986883493","https://openalex.org/W2469862403","https://openalex.org/W4318719173","https://openalex.org/W2107419747","https://openalex.org/W4379980701","https://openalex.org/W4389213641","https://openalex.org/W4382983526","https://openalex.org/W2768783566"],"abstract_inverted_index":{"With":[0],"the":[1,4,10,14,24,34,43,46,55,61,65,73,82,93,104,120,128,143,151,156,160,164,170,176,185,189,195,198],"development":[2],"of":[3,13,45,54,60,81,178,188,197],"communication":[5,15,66,190],"and":[6,20,49,154],"computer":[7],"science":[8],"technology,":[9],"traffic":[11,47,62,100,112,121],"prediction":[12,39,63],"network":[16,67,191],"has":[17,98,110],"attracted":[18],"more":[19,21],"interests":[22],"from":[23],"scholars,":[25],"meanwhile,":[26],"it":[27],"is":[28,68],"also":[29,109],"a":[30,135,180],"significant":[31],"problem":[32],"in":[33,64,119,192],"real":[35],"world.":[36],"A":[37,57],"good":[38],"result":[40],"can":[41,149,162,168],"monitor":[42],"diversification":[44],"volume":[48,122],"give":[50],"an":[51],"early":[52],"alarm":[53],"outlier.":[56],"key":[58],"challenge":[59],"that":[69],"how":[70],"to":[71,77,141,174],"combine":[72],"spatial-temporal":[74,144,171],"information":[75,153,172],"together":[76,173],"make":[78],"full":[79],"use":[80],"data.":[83],"In":[84],"this":[85],"paper,":[86],"we":[87,130,133],"get":[88],"two":[89],"observations:":[90],"(1)":[91],"At":[92],"same":[94,105],"timestamp,":[95],"different":[96,99,107,111],"square":[97],"volume,":[101],"while":[102,159],"at":[103],"square,":[106],"timestamp":[108],"volume.":[113],"(2)":[114],"There":[115],"exists":[116],"some":[117],"periodicity":[118],"data":[123],"along":[124],"time.":[125],"To":[126],"address":[127],"challenges":[129],"mentioned":[131],"before,":[132],"propose":[134],"novel":[136],"Multi-Channel":[137],"Spatial-Temporal":[138],"framework":[139],"(MCST)":[140],"model":[142,163],"information.":[145,166],"The":[146],"three-channel":[147],"CNN":[148],"mine":[150],"spatial":[152],"enrich":[155],"temporal":[157,165],"information,":[158],"LSTM":[161],"MCST":[167],"fuse":[169],"achieve":[175],"goal":[177],"giving":[179],"better":[181],"prediction.":[182],"Experiments":[183],"on":[184],"public":[186],"dataset":[187],"Milan":[193],"verify":[194],"effectiveness":[196],"proposed":[199],"model.":[200]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
