{"id":"https://openalex.org/W4399571974","doi":"https://doi.org/10.1109/tce.2024.3413044","title":"PDQN: User Preference-Based Charging Station Recommendation","display_name":"PDQN: User Preference-Based Charging Station Recommendation","publication_year":2024,"publication_date":"2024-06-12","ids":{"openalex":"https://openalex.org/W4399571974","doi":"https://doi.org/10.1109/tce.2024.3413044"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2024.3413044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3413044","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Consumer Electronics","raw_type":"journal-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/A5101624825","display_name":"Hai Lin","orcid":"https://orcid.org/0000-0003-1495-7121"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Lin","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, and the School of Cyber Science and Engineering, Wuhan University, Wuhan, China","Ministry of Education, Key Laboratory of Aerospace Information Security and the Trusted Computing, The School of Cyber Science and Engineering, WuHan University, China"],"raw_orcid":"https://orcid.org/0000-0003-1495-7121","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, and the School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Aerospace Information Security and the Trusted Computing, The School of Cyber Science and Engineering, WuHan University, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiaoyu Li","orcid":"https://orcid.org/0009-0006-9992-2532"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu Li","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, and the School of Cyber Science and Engineering, Wuhan University, Wuhan, China","Ministry of Education, Key Laboratory of Aerospace Information Security and the Trusted Computing, The School of Cyber Science and Engineering, WuHan University, China"],"raw_orcid":"https://orcid.org/0009-0006-9992-2532","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, and the School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Aerospace Information Security and the Trusted Computing, The School of Cyber Science and Engineering, WuHan University, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006794082","display_name":"Yue Cao","orcid":"https://orcid.org/0000-0002-2098-7637"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Cao","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, and the School of Cyber Science and Engineering, Wuhan University, Wuhan, China","Ministry of Education, Key Laboratory of Aerospace Information Security and the Trusted Computing, The School of Cyber Science and Engineering, WuHan University, China"],"raw_orcid":"https://orcid.org/0000-0002-2098-7637","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, and the School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Aerospace Information Security and the Trusted Computing, The School of Cyber Science and Engineering, WuHan University, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032174388","display_name":"Houda Labiod","orcid":"https://orcid.org/0000-0002-1982-7134"},"institutions":[{"id":"https://openalex.org/I4210123571","display_name":"Huawei Technologies (France)","ror":"https://ror.org/02rbzf697","country_code":"FR","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210123571"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Houda Labiod","raw_affiliation_strings":["Huawei Technologies France SAS, Boulogne-Billancourt, France","Huawei Technologies France SAS, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huawei Technologies France SAS, Boulogne-Billancourt, France","institution_ids":["https://openalex.org/I4210123571"]},{"raw_affiliation_string":"Huawei Technologies France SAS, France","institution_ids":["https://openalex.org/I4210123571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101504317","display_name":"Naveed Ahmad","orcid":"https://orcid.org/0000-0003-2941-9780"},"institutions":[{"id":"https://openalex.org/I142024983","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26","country_code":"SA","type":"education","lineage":["https://openalex.org/I142024983"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Naveed Ahmad","raw_affiliation_strings":["College of Computer and Information Sciences, Prince Sultan University, Riyadh, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-2941-9780","affiliations":[{"raw_affiliation_string":"College of Computer and Information Sciences, Prince Sultan University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I142024983"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2116,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.78496608,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"70","issue":"3","first_page":"5238","last_page":"5250"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9922999739646912,"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":0.9922999739646912,"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9746000170707703,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T11478","display_name":"Caching and Content Delivery","score":0.9735000133514404,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5520897507667542},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.544407844543457},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.38394850492477417},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.33798280358314514},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3190499246120453},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1026260256767273},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10260593891143799}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5520897507667542},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.544407844543457},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.38394850492477417},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.33798280358314514},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3190499246120453},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1026260256767273},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10260593891143799}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2024.3413044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2024.3413044","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1776844717","display_name":null,"funder_award_id":"2023BAB022","funder_id":"https://openalex.org/F4320336589","funder_display_name":"Guangxi Key Research and Development Program"},{"id":"https://openalex.org/G4306053485","display_name":null,"funder_award_id":"2022EHB002","funder_id":"https://openalex.org/F4320320952","funder_display_name":"International Science and Technology Center"}],"funders":[{"id":"https://openalex.org/F4320320952","display_name":"International Science and Technology Center","ror":"https://ror.org/03fn1w943"},{"id":"https://openalex.org/F4320336589","display_name":"Guangxi Key Research and Development Program","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W2132071810","https://openalex.org/W2526184833","https://openalex.org/W2787267029","https://openalex.org/W2906815868","https://openalex.org/W2989127100","https://openalex.org/W3012437064","https://openalex.org/W3036894724","https://openalex.org/W3081166666","https://openalex.org/W3087579330","https://openalex.org/W3112349932","https://openalex.org/W3132328326","https://openalex.org/W3134632495","https://openalex.org/W3166816823","https://openalex.org/W3170851865","https://openalex.org/W3183339368","https://openalex.org/W3186192335","https://openalex.org/W3199553278","https://openalex.org/W4221035025","https://openalex.org/W4221093439","https://openalex.org/W4223905980","https://openalex.org/W4229037529","https://openalex.org/W4281388017","https://openalex.org/W4290052301","https://openalex.org/W4292826013","https://openalex.org/W4302774272","https://openalex.org/W4310059578","https://openalex.org/W4312619073","https://openalex.org/W4313556828","https://openalex.org/W4313855935","https://openalex.org/W4315694850","https://openalex.org/W4316466763","https://openalex.org/W4327653766","https://openalex.org/W4365807811","https://openalex.org/W4378806303","https://openalex.org/W4379116714","https://openalex.org/W4382584725","https://openalex.org/W4384788037","https://openalex.org/W4386918758","https://openalex.org/W4390075181","https://openalex.org/W4391341166","https://openalex.org/W4391722849"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"With":[0],"the":[1,15,41,53,63,75,87,99,123,126,148,176,179,184],"advent":[2],"of":[3,18,65,166],"consumer":[4,19],"electronics,":[5],"Electric":[6],"Vehicles":[7],"(EVs)":[8],"are":[9,22],"gradually":[10],"becoming":[11],"representative":[12],"carriers":[13],"for":[14],"next":[16],"generation":[17],"electronics.":[20],"EVs":[21],"gaining":[23],"market":[24],"share":[25],"compared":[26],"to":[27,39,97,112,121,146],"traditional":[28],"fuel":[29],"vehicles.":[30],"This":[31],"paper":[32],"works":[33],"on":[34,134],"charging":[35,42,168],"station":[36],"(CS)":[37],"recommendation":[38,55,67,151],"improve":[40],"experience.":[43],"However,":[44],"there":[45],"is":[46,144],"uncertainty":[47],"that":[48,157],"EV":[49],"users":[50],"follow":[51],"exactly":[52],"CS":[54,66,150],"from":[56],"operation":[57],"system,":[58],"and":[59,117,129,170,183],"this":[60,71],"thereby":[61],"degrades":[62],"performance":[64,163],"system.":[68],"To":[69],"address":[70],"issue,":[72],"we":[73,91,104],"extend":[74],"Markov":[76],"Decision":[77],"Process":[78],"(MDP)":[79],"model":[80],"by":[81,172],"integrating":[82],"user":[83,114,138],"preference":[84,115,127],"(e.g.,":[85],"prefer":[86],"nearest":[88,177],"CS).":[89],"Then,":[90],"propose":[92],"a":[93,106,137],"neural":[94],"network-based":[95],"framework":[96],"solve":[98,147],"established":[100,149],"model,":[101],"in":[102,164],"which":[103],"use":[105],"Long":[107],"Short-Term":[108],"Memory":[109],"(LSTM)":[110],"module":[111,120],"capture":[113],"features":[116,128],"an":[118],"attention":[119],"establish":[122],"relationship":[124],"between":[125],"system":[130],"state":[131],"features.":[132],"Based":[133],"these":[135],"modules,":[136],"Preference-based":[139],"Deep":[140],"Q":[141],"Network":[142],"(PDQN)":[143],"designed":[145],"model.":[152],"Our":[153],"simulation":[154],"results":[155],"demonstrate":[156],"our":[158],"proposition":[159],"can":[160],"bring":[161],"better":[162],"terms":[165],"average":[167],"time":[169],"rewards,":[171],"comparing":[173],"it":[174],"with":[175],"mechanism,":[178],"minimum":[180],"queuing":[181],"mechanism":[182,186],"DQN":[185],"without":[187],"preference.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}