{"id":"https://openalex.org/W4400230345","doi":"https://doi.org/10.1109/tem.2024.3421911","title":"Diagnosing Electric Vehicle Failures With Long-Tailed Multilabel Consumer Reviews: A Bilateral-Branch Deep Learning Approach","display_name":"Diagnosing Electric Vehicle Failures With Long-Tailed Multilabel Consumer Reviews: A Bilateral-Branch Deep Learning Approach","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400230345","doi":"https://doi.org/10.1109/tem.2024.3421911"},"language":"en","primary_location":{"id":"doi:10.1109/tem.2024.3421911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2024.3421911","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"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 Engineering Management","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/A5088064886","display_name":"Decui Liang","orcid":"https://orcid.org/0000-0002-0655-1255"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Decui Liang","raw_affiliation_strings":["School of Management and Economics, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-0655-1255","affiliations":[{"raw_affiliation_string":"School of Management and Economics, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114833234","display_name":"Xinyi Chen","orcid":"https://orcid.org/0009-0003-0159-8059"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyi Chen","raw_affiliation_strings":["School of Management and Economics, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0009-0003-0159-8059","affiliations":[{"raw_affiliation_string":"School of Management and Economics, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060060215","display_name":"Yinrunjie Zhang","orcid":"https://orcid.org/0000-0002-5279-4100"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinrunjie Zhang","raw_affiliation_strings":["School of Management and Economics, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-5279-4100","affiliations":[{"raw_affiliation_string":"School of Management and Economics, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":1.7522,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.85951965,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"71","issue":null,"first_page":"14485","last_page":"14499"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11357","display_name":"Risk and Safety Analysis","score":0.942300021648407,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11357","display_name":"Risk and Safety Analysis","score":0.942300021648407,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9204000234603882,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T13213","display_name":"Mechanical Failure Analysis and Simulation","score":0.9090999960899353,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4794989228248596},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46934425830841064},{"id":"https://openalex.org/keywords/electric-vehicle","display_name":"Electric vehicle","score":0.4151134788990021},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39710840582847595},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.32698336243629456}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4794989228248596},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46934425830841064},{"id":"https://openalex.org/C2776422217","wikidata":"https://www.wikidata.org/wiki/Q13629441","display_name":"Electric vehicle","level":3,"score":0.4151134788990021},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39710840582847595},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.32698336243629456},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tem.2024.3421911","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2024.3421911","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"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 Engineering Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8002496122","display_name":"\u5728\u7ebf\u95ee\u8bca\u5e73\u53f0\u4e0b\u57fa\u4e8e\u533b\u60a3\u53cc\u8fb9\u89c6\u89d2\u7684\u504f\u597d\u8bc4\u4ef7\u65b9\u6cd5\u4e0e\u7cbe\u51c6\u5339\u914d\u51b3\u7b56\u7814\u7a76","funder_award_id":"72071030","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W105279807","https://openalex.org/W1832693441","https://openalex.org/W1940872118","https://openalex.org/W1983046573","https://openalex.org/W1996655503","https://openalex.org/W2064675550","https://openalex.org/W2085944479","https://openalex.org/W2087562021","https://openalex.org/W2125517959","https://openalex.org/W2133223948","https://openalex.org/W2148143831","https://openalex.org/W2158698691","https://openalex.org/W2250539671","https://openalex.org/W2279838624","https://openalex.org/W2461004738","https://openalex.org/W2473077402","https://openalex.org/W2520828129","https://openalex.org/W2597256070","https://openalex.org/W2734389934","https://openalex.org/W2747436277","https://openalex.org/W2757016771","https://openalex.org/W2765230748","https://openalex.org/W2803875933","https://openalex.org/W2892207586","https://openalex.org/W2892312135","https://openalex.org/W2896457183","https://openalex.org/W2907470663","https://openalex.org/W2912943867","https://openalex.org/W2923528470","https://openalex.org/W2936503027","https://openalex.org/W2945121321","https://openalex.org/W2948947170","https://openalex.org/W2963626623","https://openalex.org/W2964061809","https://openalex.org/W2966122517","https://openalex.org/W2968262141","https://openalex.org/W2975867066","https://openalex.org/W2998129996","https://openalex.org/W3015967287","https://openalex.org/W3027403514","https://openalex.org/W3034601242","https://openalex.org/W3035054804","https://openalex.org/W3036793170","https://openalex.org/W3082837871","https://openalex.org/W3090732401","https://openalex.org/W3144414893","https://openalex.org/W3154177432","https://openalex.org/W3158777740","https://openalex.org/W3178953627","https://openalex.org/W3191038157","https://openalex.org/W3200246573","https://openalex.org/W3200441590","https://openalex.org/W3212971488","https://openalex.org/W4210877620","https://openalex.org/W4225014918","https://openalex.org/W4362469857","https://openalex.org/W4385245566","https://openalex.org/W4386076553","https://openalex.org/W6636510571","https://openalex.org/W6640362995","https://openalex.org/W6752554729","https://openalex.org/W6768920361","https://openalex.org/W6784204421"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W4323565446"],"abstract_inverted_index":{"Consumer":[0],"reviews":[1,170],"on":[2,95],"social":[3],"media":[4],"is":[5,62,91,115],"providing":[6],"valuable":[7],"opportunities":[8],"for":[9],"electric":[10,29,80,167,181],"vehicle":[11,30,81,168,182],"companies":[12],"to":[13,52,93,117,134,149],"investigate":[14],"product":[15],"failure":[16,37,82,183],"information.":[17],"By":[18],"noticing":[19],"the":[20,65,76,87,119,139],"fact":[21],"that":[22],"consumers":[23],"often":[24],"report":[25],"multiple":[26],"issues":[27],"about":[28],"failures":[31],"within":[32],"a":[33,41,47,54,125,130],"single":[34],"comment":[35],"and":[36,98,160],"classes":[38],"usually":[39],"exhibit":[40],"long-tailed":[42,77],"distribution,":[43],"we":[44],"first":[45],"introduce":[46],"bilateral-branch":[48],"deep":[49,88,157],"learning":[50,89,97,100,110,127,158],"network":[51,90],"achieve":[53],"fine-grained":[55],"multilabel":[56,108],"classification":[57,99],"of":[58,79,86],"online":[59],"reviews,":[60],"which":[61,174],"different":[63],"from":[64],"existing":[66],"research":[67],"with":[68,101,112,129,155,171],"coarse-grained":[69],"binary":[70],"classification.":[71],"In":[72],"this":[73],"case,":[74],"considering":[75],"characteristic":[78],"classes,":[83],"each":[84],"branch":[85],"designed":[92],"focus":[94],"representation":[96],"corresponding":[102],"sampling":[103],"methods,":[104],"respectively.":[105],"A":[106],"novel":[107],"contrastive":[109],"method":[111,145,165],"label-description":[113],"embedding":[114],"proposed":[116,144,164],"enhance":[118],"model's":[120],"efficiency.":[121],"We":[122],"also":[123],"adopt":[124],"progressive":[126],"approach":[128],"parabolic":[131],"decay":[132],"strategy":[133],"facilitate":[135],"knowledge":[136],"transfer":[137],"between":[138],"two":[140],"branches.":[141],"Finally,":[142],"our":[143],"has":[146],"been":[147],"demonstrated":[148],"be":[150],"effective":[151],"via":[152],"comparative":[153],"experiments":[154],"other":[156],"methods":[159],"ablation":[161],"studies.":[162],"Our":[163],"dissects":[166],"consumer":[169],"fine":[172],"granularity,":[173],"efficaciously":[175],"supports":[176],"enterprises":[177],"in":[178],"identifying":[179],"specific":[180],"categories.":[184]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}