{"id":"https://openalex.org/W4281385423","doi":"https://doi.org/10.1109/cscwd54268.2022.9776167","title":"Temperature Prediction Algorithm based on Spatio-temporal Prediction","display_name":"Temperature Prediction Algorithm based on Spatio-temporal Prediction","publication_year":2022,"publication_date":"2022-05-04","ids":{"openalex":"https://openalex.org/W4281385423","doi":"https://doi.org/10.1109/cscwd54268.2022.9776167"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd54268.2022.9776167","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd54268.2022.9776167","pdf_url":null,"source":{"id":"https://openalex.org/S4363607909","display_name":"2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","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 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5006641135","display_name":"Donglin Ma","orcid":"https://orcid.org/0000-0001-5129-7770"},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Donglin Ma","raw_affiliation_strings":["Lanzhou University of Technology,School of Computer and Communication,Lanzhou,China","School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lanzhou University of Technology,School of Computer and Communication,Lanzhou,China","institution_ids":["https://openalex.org/I22716506"]},{"raw_affiliation_string":"School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005684330","display_name":"Sizhou Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sizhou Ma","raw_affiliation_strings":["Lanzhou University of Technology,School of Computer and Communication,Lanzhou,China","School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lanzhou University of Technology,School of Computer and Communication,Lanzhou,China","institution_ids":["https://openalex.org/I22716506"]},{"raw_affiliation_string":"School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100738367","display_name":"Qingqing Chen","orcid":"https://orcid.org/0009-0002-3708-0158"},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingqing Chen","raw_affiliation_strings":["Lanzhou University of Technology,School of Computer and Communication,Lanzhou,China","School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lanzhou University of Technology,School of Computer and Communication,Lanzhou,China","institution_ids":["https://openalex.org/I22716506"]},{"raw_affiliation_string":"School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101542378","display_name":"Ce Yang","orcid":"https://orcid.org/0000-0001-7756-3491"},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ce Yang","raw_affiliation_strings":["Lanzhou University of Technology,School of Computer and Communication,Lanzhou,China","School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lanzhou University of Technology,School of Computer and Communication,Lanzhou,China","institution_ids":["https://openalex.org/I22716506"]},{"raw_affiliation_string":"School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I22716506"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"151","last_page":"157"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.7304829359054565},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5944298505783081},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.5733522772789001},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45244237780570984},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4483196437358856},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4464937746524811},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4421474039554596},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4385489523410797},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.43499821424484253},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.41552987694740295},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3843846321105957},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.15156623721122742},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11281540989875793}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7304829359054565},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5944298505783081},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5733522772789001},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45244237780570984},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4483196437358856},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4464937746524811},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4421474039554596},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4385489523410797},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.43499821424484253},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.41552987694740295},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3843846321105957},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.15156623721122742},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11281540989875793},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cscwd54268.2022.9776167","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd54268.2022.9776167","pdf_url":null,"source":{"id":"https://openalex.org/S4363607909","display_name":"2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","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 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"},{"id":"pmh:oai:/ir.lzu.edu.cn/:262010/482136","is_oa":false,"landing_page_url":"https://ir.lzu.edu.cn/handle/262010/482136","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"\u4f1a\u8bae\u8bba\u6587"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2107878631","https://openalex.org/W2756203131","https://openalex.org/W2963358464","https://openalex.org/W2964015378","https://openalex.org/W3091610355","https://openalex.org/W3103720336","https://openalex.org/W3152893301"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4321487865","https://openalex.org/W4313906399","https://openalex.org/W2811106690","https://openalex.org/W4239306820","https://openalex.org/W2947043951","https://openalex.org/W2318112981","https://openalex.org/W4312417841","https://openalex.org/W2964954556","https://openalex.org/W3019910406"],"abstract_inverted_index":{"Timely":[0],"and":[1,10,28,41,87,119,134],"accurate":[2],"temperature":[3,20,30,49,76,132,150],"prediction":[4,31,39,50,70,159],"is":[5,63,107,127,140],"crucial":[6],"to":[7,14,65,83,91,115,142],"human":[8],"production":[9],"life.":[11],"However,":[12],"due":[13],"the":[15,26,35,67,73,96,100,117,135,145,154,158],"highly":[16],"nonlinear":[17],"nature":[18],"of":[19,37,44,75,121,148,161],"prediction,":[21],"traditional":[22],"methods":[23],"cannot":[24],"meet":[25],"medium-":[27],"long-term":[29],"tasks.":[32],"To":[33],"address":[34],"problems":[36],"large":[38],"errors":[40],"inadequate":[42],"extraction":[43,120],"spatio-temporal":[45,146],"features":[46],"in":[47,72,103],"existing":[48,155],"algorithms,":[51],"an":[52],"improved":[53],"deep":[54],"learning":[55],"framework:":[56],"graph":[57,81,110],"convolutional":[58],"recurrent":[59,104],"neural":[60,105],"network":[61,106],"(GCRNN)":[62],"proposed":[64],"solve":[66],"time":[68],"series":[69],"problem":[71],"field":[74],"prediction.":[77],"Specifically,":[78],"GCRNN":[79,139,162],"uses":[80,88],"convolution":[82,111],"capture":[84,92,144],"spatial":[85],"correlation,":[86],"Encoder-Decoder":[89],"architecture":[90],"temporal":[93,123],"correlation.":[94],"In":[95],"specific":[97],"implementation":[98],"process,":[99],"matrix":[101],"multiplication":[102],"replaced":[108],"by":[109],"operator,":[112],"so":[113],"as":[114],"realize":[116],"fusion":[118],"spatio-":[122],"features.":[124],"The":[125],"model":[126],"evaluated":[128],"on":[129],"three":[130],"real":[131],"datasets,":[133,151],"results":[136],"show":[137],"that":[138],"able":[141],"effectively":[143],"correlations":[147],"real-time":[149],"Compared":[152],"with":[153],"baseline":[156],"model,":[157],"effect":[160],"has":[163],"achieved":[164],"better":[165],"results.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
