{"id":"https://openalex.org/W3130033995","doi":"https://doi.org/10.1088/1742-6596/1792/1/012055","title":"Charging Station Recommendation for Electric Vehicle Based on Federated Learning","display_name":"Charging Station Recommendation for Electric Vehicle Based on Federated Learning","publication_year":2021,"publication_date":"2021-02-01","ids":{"openalex":"https://openalex.org/W3130033995","doi":"https://doi.org/10.1088/1742-6596/1792/1/012055","mag":"3130033995"},"language":"en","primary_location":{"id":"doi:10.1088/1742-6596/1792/1/012055","doi":"https://doi.org/10.1088/1742-6596/1792/1/012055","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1792/1/012055","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1792/1/012055/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1792/1/012055/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100410728","display_name":"Xiaohui Wang","orcid":"https://orcid.org/0000-0002-1442-8732","observed_orcids":["https://orcid.org/0000-0002-1442-8732"]},"institutions":[{"id":"https://openalex.org/I4405277063","display_name":"Global Energy Interconnection Research Institute (China)","ror":"https://ror.org/01b0zhs64","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442","https://openalex.org/I4405277063"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaohui Wang","raw_affiliation_strings":["Artificial Intelligence on Electric Power System State Grid Corporation Joint Laboratory (GEIRI), Global Energy Interconnection Research Institute Co. Ltd, Beijing, 102209, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence on Electric Power System State Grid Corporation Joint Laboratory (GEIRI), Global Energy Interconnection Research Institute Co. Ltd, Beijing, 102209, China","institution_ids":["https://openalex.org/I4405277063"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101835897","display_name":"Xiaokun Zheng","orcid":"https://orcid.org/0000-0002-1629-4344","observed_orcids":["https://orcid.org/0000-0002-1629-4344"]},"institutions":[{"id":"https://openalex.org/I4405277063","display_name":"Global Energy Interconnection Research Institute (China)","ror":"https://ror.org/01b0zhs64","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442","https://openalex.org/I4405277063"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaokun Zheng","raw_affiliation_strings":["Artificial Intelligence on Electric Power System State Grid Corporation Joint Laboratory (GEIRI), Global Energy Interconnection Research Institute Co. Ltd, Beijing, 102209, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence on Electric Power System State Grid Corporation Joint Laboratory (GEIRI), Global Energy Interconnection Research Institute Co. Ltd, Beijing, 102209, China","institution_ids":["https://openalex.org/I4405277063"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100680496","display_name":"Liang Xiao","orcid":"https://orcid.org/0000-0002-1344-3842","observed_orcids":["https://orcid.org/0000-0002-1344-3842","https://orcid.org/0009-0006-8345-4404"]},"institutions":[{"id":"https://openalex.org/I4405277063","display_name":"Global Energy Interconnection Research Institute (China)","ror":"https://ror.org/01b0zhs64","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442","https://openalex.org/I4405277063"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiao Liang","raw_affiliation_strings":["Artificial Intelligence on Electric Power System State Grid Corporation Joint Laboratory (GEIRI), Global Energy Interconnection Research Institute Co. Ltd, Beijing, 102209, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence on Electric Power System State Grid Corporation Joint Laboratory (GEIRI), Global Energy Interconnection Research Institute Co. Ltd, Beijing, 102209, China","institution_ids":["https://openalex.org/I4405277063"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100410728","https://openalex.org/A5100680496"],"corresponding_institution_ids":["https://openalex.org/I4405277063"],"apc_list":null,"apc_paid":null,"fwci":4.6424,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.96211104,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"1792","issue":"1","first_page":"012055","last_page":"012055"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.4413999915122986,"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.4413999915122986,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.29249998927116394,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.24560000002384186,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/federated-learning","display_name":"federated learning","score":0.996999979019165},{"id":"https://openalex.org/keywords/user-privacy-protection","display_name":"user privacy protection","score":0.7450000047683716}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7516031265258789},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.6929819583892822},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.6367125511169434},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.5574209094047546},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5245925784111023},{"id":"https://openalex.org/C2776422217","wikidata":"https://www.wikidata.org/wiki/Q13629441","display_name":"Electric vehicle","level":3,"score":0.5163809061050415},{"id":"https://openalex.org/C187834632","wikidata":"https://www.wikidata.org/wiki/Q188804","display_name":"Factorization","level":2,"score":0.49281075596809387},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35900241136550903},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25832945108413696},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.23035508394241333},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10177785158157349},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10053941607475281},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1088/1742-6596/1792/1/012055","doi":"https://doi.org/10.1088/1742-6596/1792/1/012055","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1792/1/012055","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1792/1/012055/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1088/1742-6596/1792/1/012055","doi":"https://doi.org/10.1088/1742-6596/1792/1/012055","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/1792/1/012055","pdf_url":"https://iopscience.iop.org/article/10.1088/1742-6596/1792/1/012055/pdf","source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","jufo-1","norway-1","poland-40","vabb-shw"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G7711747980","display_name":null,"funder_award_id":"5418-201958524A-0-0-00","funder_id":"https://openalex.org/F4320326707","funder_display_name":"State Grid Corporation of China"}],"funders":[{"id":"https://openalex.org/F4320326707","display_name":"State Grid Corporation of China","ror":"https://ror.org/05twwhs70"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3130033995.pdf","grobid_xml":"https://content.openalex.org/works/W3130033995.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W1970708154","https://openalex.org/W2143163324","https://openalex.org/W2390027746","https://openalex.org/W2884609527","https://openalex.org/W2995191368","https://openalex.org/W3026164404"],"related_works":["https://openalex.org/W4210826364","https://openalex.org/W4402025943","https://openalex.org/W4411341981","https://openalex.org/W4312427769","https://openalex.org/W4406506229","https://openalex.org/W7131235287","https://openalex.org/W7160486917","https://openalex.org/W4411345316","https://openalex.org/W7125903949","https://openalex.org/W4411727246"],"abstract_inverted_index":{"Abstract":[0],"At":[1],"present,":[2],"the":[3,14,21,25,81,97,101,104,115,130,137,140,143],"usage":[4],"of":[5,13,27,51,68,103],"EV":[6,52],"charging":[7,15,148],"facilities":[8],"is":[9,63,121],"unbalanced.":[10],"The":[11,59,92,119],"accuracy":[12],"station":[16],"recommendation":[17,49,150],"does":[18,132],"not":[19,133],"meet":[20],"demand.":[22],"Due":[23],"to":[24,40,65,123,135],"limitation":[26],"user":[28],"privacy":[29],"protection,":[30],"charge":[31,53,116],"point":[32,54,117,149],"operators":[33],"and":[34,74,90,126,145],"vehicle":[35],"enterprises":[36],"cannot":[37],"provide":[38],"data":[39,69,131],"each":[41],"other":[42],"for":[43],"joint":[44],"analysis.":[45],"Therefore,":[46],"we":[47],"proposed":[48],"method":[50],"based":[55,151],"on":[56,152],"federated":[57,60,88,98,147],"learning.":[58],"factorization":[61],"machine":[62],"implemented":[64],"make":[66],"use":[67],"features":[70,76,112],"in":[71],"both":[72],"sides":[73],"cross":[75],"between":[77],"them.":[78],"We":[79],"build":[80],"model":[82,99,105,120,141],"by":[83,106],"encrypted":[84],"entity":[85],"alignment,":[86],"secure":[87,144],"training":[89],"predicting.":[91],"experimental":[93],"results":[94],"show":[95],"that":[96],"improves":[100],"AUC":[102],"6%":[107],"over":[108],"those":[109],"built":[110],"with":[111],"only":[113],"from":[114],"operators.":[118],"superior":[122],"centralized":[124],"LR-based":[125],"RF-based":[127],"models.":[128],"While":[129],"need":[134],"leave":[136],"original":[138],"platform,":[139],"realizes":[142],"precise":[146],"more":[153],"comprehensive":[154],"features.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2021-03-01T00:00:00"}