{"id":"https://openalex.org/W4281388653","doi":"https://doi.org/10.1109/cscwd54268.2022.9776305","title":"Mobile Edge Cooperative Caching Strategy Based on Spatio-temporal Graph Convolutional Model","display_name":"Mobile Edge Cooperative Caching Strategy Based on Spatio-temporal Graph Convolutional Model","publication_year":2022,"publication_date":"2022-05-04","ids":{"openalex":"https://openalex.org/W4281388653","doi":"https://doi.org/10.1109/cscwd54268.2022.9776305"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd54268.2022.9776305","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd54268.2022.9776305","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":"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/A5070257135","display_name":"Linming Lian","orcid":null},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linming Lian","raw_affiliation_strings":["Guangxi University,School of Computer and Electronic Information,Nanning,China","School of Computer and Electronic Information, Guangxi University, Nanning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangxi University,School of Computer and Electronic Information,Nanning,China","institution_ids":["https://openalex.org/I150807315"]},{"raw_affiliation_string":"School of Computer and Electronic Information, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034212921","display_name":"Ningjiang Chen","orcid":"https://orcid.org/0000-0003-0187-6760"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ningjiang Chen","raw_affiliation_strings":["Guangxi University,School of Computer and Electronic Information,Nanning,China","School of Computer and Electronic Information, Guangxi University, Nanning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangxi University,School of Computer and Electronic Information,Nanning,China","institution_ids":["https://openalex.org/I150807315"]},{"raw_affiliation_string":"School of Computer and Electronic Information, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005711098","display_name":"Pingjie Ou","orcid":null},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pingjie Ou","raw_affiliation_strings":["Guangxi University,School of Computer and Electronic Information,Nanning,China","School of Computer and Electronic Information, Guangxi University, Nanning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangxi University,School of Computer and Electronic Information,Nanning,China","institution_ids":["https://openalex.org/I150807315"]},{"raw_affiliation_string":"School of Computer and Electronic Information, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031760042","display_name":"Xuemei Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuemei Yuan","raw_affiliation_strings":["Guangxi University,School of Computer and Electronic Information,Nanning,China","School of Computer and Electronic Information, Guangxi University, Nanning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangxi University,School of Computer and Electronic Information,Nanning,China","institution_ids":["https://openalex.org/I150807315"]},{"raw_affiliation_string":"School of Computer and Electronic Information, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I150807315"],"apc_list":null,"apc_paid":null,"fwci":1.4983,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.80345781,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1396","last_page":"1401"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":1.0,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9833999872207642,"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"}},{"id":"https://openalex.org/T12038","display_name":"Covalent Organic Framework Applications","score":0.9686999917030334,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials 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":0.8826625943183899},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.536113440990448},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.5157037377357483},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5000705718994141},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4675919711589813},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4166964888572693},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.41617900133132935},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35715731978416443},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3411600887775421},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21202978491783142},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.17930886149406433}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8826625943183899},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.536113440990448},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.5157037377357483},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5000705718994141},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4675919711589813},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4166964888572693},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.41617900133132935},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35715731978416443},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3411600887775421},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21202978491783142},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.17930886149406433},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd54268.2022.9776305","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd54268.2022.9776305","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2410358242","https://openalex.org/W2476159200","https://openalex.org/W2783636295","https://openalex.org/W2803692626","https://openalex.org/W2807706688","https://openalex.org/W2885965959","https://openalex.org/W2915763051","https://openalex.org/W2920826579","https://openalex.org/W2963678970","https://openalex.org/W2964321699","https://openalex.org/W3009153785","https://openalex.org/W3020891580","https://openalex.org/W3120678039","https://openalex.org/W3127264317","https://openalex.org/W3136030217","https://openalex.org/W3140487914","https://openalex.org/W6720006811"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W4294565801","https://openalex.org/W2170801710","https://openalex.org/W2952704802","https://openalex.org/W2741781807"],"abstract_inverted_index":{"To":[0],"meet":[1],"the":[2,53,61,91,97,110,125,132,159,165],"low":[3],"delay":[4,34],"requirements":[5],"for":[6],"data":[7],"content":[8,16,37,42,57,65,101,142,167],"access":[9,33,126,168],"in":[10,23,138],"Industrial":[11],"Internet":[12],"of":[13,56,64,100],"Things,":[14],"efficient":[15],"caching":[17,30,40,74,153],"strategies":[18,31,49],"need":[19],"to":[20,95,123],"be":[21],"designed":[22],"mobile":[24,71],"edge":[25,72],"computing":[26],"architectures.":[27],"Most":[28],"existing":[29,146,152],"reduce":[32,164],"by":[35,113],"predicting":[36],"popularity":[38,58,102,143],"and":[39,59,90,103,116,163],"popular":[41],"earlier":[43],"during":[44],"off-peak":[45],"traffic,":[46],"but":[47],"these":[48],"only":[50],"focus":[51],"on":[52,77],"temporal":[54],"features":[55],"ignore":[60],"spatial":[62],"correlation":[63],"popularity.":[66],"Therefore,":[67],"we":[68,84,108],"propose":[69],"a":[70,118],"cooperative":[73],"strategy":[75,122],"based":[76],"spatio-temporal":[78,98,133],"graph":[79,86,134],"convolutional":[80,87],"model(STCC).":[81],"In":[82],"STCC,":[83],"integrate":[85],"neural":[88],"network":[89],"gated":[92],"recurrent":[93],"unit":[94],"mine":[96],"characteristics":[99],"make":[104],"effective":[105],"prediction.":[106],"Moreover,":[107],"divide":[109],"collaboration":[111],"domain":[112],"hierarchical":[114],"clustering":[115],"design":[117],"heuristic":[119],"cache":[120,160],"placement":[121],"minimize":[124],"delay.":[127,169],"Simulation":[128],"experiments":[129],"show":[130],"that":[131],"convolution":[135],"model":[136],"proposed":[137],"STCC":[139,155],"can":[140,156],"predict":[141],"better":[144],"than":[145],"time":[147],"series":[148],"model.":[149],"Compared":[150],"with":[151],"strategies,":[154],"significantly":[157],"improve":[158],"hit":[161],"ratio":[162],"average":[166]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
