{"id":"https://openalex.org/W4402742354","doi":"https://doi.org/10.1109/access.2024.3465556","title":"Research on the Application of Mediation Model Based on Deep Learning in Dispute Resolution","display_name":"Research on the Application of Mediation Model Based on Deep Learning in Dispute Resolution","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402742354","doi":"https://doi.org/10.1109/access.2024.3465556"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3465556","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2024.3465556","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dx.doi.org/10.1109/access.2024.3465556","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066228876","display_name":"Dan Wu","orcid":"https://orcid.org/0000-0002-9274-1054"},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wu Dan","raw_affiliation_strings":["Faculty of Finance and Management, Guangzhou Sontan Polytechnic College, Guangzhou, Guangdong","Faculty of Finance and Management, Guangzhou Sontan Polytechnic College, Guangzhou, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Finance and Management, Guangzhou Sontan Polytechnic College, Guangzhou, Guangdong","institution_ids":["https://openalex.org/I4210122543"]},{"raw_affiliation_string":"Faculty of Finance and Management, Guangzhou Sontan Polytechnic College, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041452025","display_name":"Xiangbin Zuo","orcid":"https://orcid.org/0009-0000-0884-4628"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Zuo Xiangbin","raw_affiliation_strings":["Faculty of Law, The National University of Malaysia (UKM), Bangi, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0009-0000-0884-4628","affiliations":[{"raw_affiliation_string":"Faculty of Law, The National University of Malaysia (UKM), Bangi, Selangor, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013526415","display_name":"Huanhuan Ding","orcid":"https://orcid.org/0009-0001-9865-8585"},"institutions":[{"id":"https://openalex.org/I4210156464","display_name":"Anhui Xinhua University","ror":"https://ror.org/053d7x641","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210156464"]},{"id":"https://openalex.org/I4400573165","display_name":"Guangzhou Xinhua University","ror":"https://ror.org/0068n3903","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573165"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ding Huanhuan","raw_affiliation_strings":["School of Management, Guangzhou Xinhua University, Guangzhou, Guangdong","School of Management, Guangzhou Xinhua University, Guangzhou, Guangdong, China"],"raw_orcid":"https://orcid.org/0009-0001-9865-8585","affiliations":[{"raw_affiliation_string":"School of Management, Guangzhou Xinhua University, Guangzhou, Guangdong","institution_ids":["https://openalex.org/I4210156464","https://openalex.org/I4400573165"]},{"raw_affiliation_string":"School of Management, Guangzhou Xinhua University, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I4210156464","https://openalex.org/I4400573165"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5066228876"],"corresponding_institution_ids":["https://openalex.org/I4210122543"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.0395,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.84659983,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13191","display_name":"Dispute Resolution and Class Actions","score":0.8895000219345093,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13191","display_name":"Dispute Resolution and Class Actions","score":0.8895000219345093,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13003","display_name":"Regional Development and Environment","score":0.8057000041007996,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12705","display_name":"Educational Reforms and Innovations","score":0.7257000207901001,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"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/mediation","display_name":"Mediation","score":0.6556278467178345},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5712378621101379},{"id":"https://openalex.org/keywords/dispute-resolution","display_name":"Dispute resolution","score":0.5444743037223816},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4347265660762787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3954852521419525},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.1339777410030365},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.12647926807403564}],"concepts":[{"id":"https://openalex.org/C179420905","wikidata":"https://www.wikidata.org/wiki/Q223871","display_name":"Mediation","level":2,"score":0.6556278467178345},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5712378621101379},{"id":"https://openalex.org/C131676636","wikidata":"https://www.wikidata.org/wiki/Q5282696","display_name":"Dispute resolution","level":2,"score":0.5444743037223816},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4347265660762787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3954852521419525},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.1339777410030365},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.12647926807403564}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3465556","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2024.3465556","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:cd6d006a1bd5498c886ba2c13779d07a","is_oa":true,"landing_page_url":"https://doaj.org/article/cd6d006a1bd5498c886ba2c13779d07a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 137556-137567 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3465556","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2024.3465556","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2321627895","https://openalex.org/W2905067850","https://openalex.org/W2922072227","https://openalex.org/W2923948961","https://openalex.org/W2964275578","https://openalex.org/W2967440434","https://openalex.org/W2969654742","https://openalex.org/W3004578676","https://openalex.org/W3010867338","https://openalex.org/W3038078646","https://openalex.org/W3041074053","https://openalex.org/W3093130373","https://openalex.org/W3102944297","https://openalex.org/W3107770647","https://openalex.org/W3131283256","https://openalex.org/W3156338075","https://openalex.org/W3181603082","https://openalex.org/W4200196719","https://openalex.org/W4206078786","https://openalex.org/W4280582167","https://openalex.org/W4289937511","https://openalex.org/W4309763546","https://openalex.org/W4386422441","https://openalex.org/W4386769633","https://openalex.org/W4387034089","https://openalex.org/W4389857865","https://openalex.org/W4392623036","https://openalex.org/W4396609149"],"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":{"This":[0,55,225,314],"study":[1,56,315],"explores":[2],"the":[3,77,87,97,103,112,146,152,157,164,173,204,209,213,217,269,278,285,291,336,342],"application":[4,309,337],"and":[5,28,49,53,69,79,107,119,142,172,183,222,234,246,271,289,308,322],"practical":[6],"effects":[7],"of":[8,71,81,159,166,175,200,220,243,252,273,287,293,338],"a":[9,241,258,319,332],"mediation":[10,105,132,135,153,260,299],"model":[11,64,91,123,205,261,300],"based":[12,262,301],"on":[13,163,208,263,302],"deep":[14,32,264,303,339],"learning":[15,33,52,304,340],"in":[16,96,111,145,178,212,296,311,341],"dispute":[17,20,39,72,82,104,129,274,312,326],"resolution.":[18],"Traditional":[19],"resolution":[21,40],"methods":[22],"are":[23,187],"limited":[24],"by":[25],"human":[26,294],"resources":[27],"time":[29],"costs,":[30],"whereas":[31],"technology":[34],"provides":[35,318],"new":[36,320,333],"possibilities":[37],"for":[38,151,325,335],"with":[41,102,180,193,231],"its":[42],"ability":[43,219],"to":[44,65,75,206,256,283],"automatically":[45],"extract":[46],"data":[47],"features":[48],"perform":[50],"efficient":[51],"prediction.":[54],"constructs":[57],"an":[58],"Attention-based":[59,89,167,176],"LSTM":[60,90,168,177],"(Long":[61],"Short-Term":[62],"Memory)":[63],"achieve":[66,93],"automated":[67],"analysis":[68],"processing":[70],"cases,":[73],"aiming":[74],"improve":[76],"efficiency":[78,270],"accuracy":[80,95,272],"mediation.":[83],"Experiments":[84],"show":[85],"that":[86],"constructed":[88],"can":[92,124],"92.5%":[94],"verification":[98],"set":[99],"when":[100,229],"dealing":[101,179,230],"task,":[106],"has":[108],"high":[109],"performance":[110,165],"evaluation":[113],"indexes":[114],"such":[115],"as":[116,131],"recall,":[117],"precision":[118],"F1":[120],"value.":[121],"The":[122,198,249],"not":[125,316],"only":[126,317],"accurately":[127],"classify":[128],"cases":[130],"success":[133],"or":[134],"failure,":[136],"but":[137,328],"also":[138,170,329],"capture":[139],"key":[140,210],"events":[141,238],"emotional":[143],"tendencies":[144],"text,":[147,214],"providing":[148],"valuable":[149],"reference":[150],"process.":[154],"In":[155],"addition,":[156],"influence":[158],"different":[160],"parameter":[161],"settings":[162],"is":[169,226,255],"discussed,":[171],"advantages":[174],"long":[181],"texts":[182],"complex":[184,221],"semantic":[185],"relationships":[186],"further":[188],"verified":[189],"through":[190],"comparative":[191],"experiments":[192],"other":[194],"text":[195],"classification":[196,279],"models.":[197],"introduction":[199],"attention":[201],"mechanism":[202],"enables":[203],"focus":[207],"information":[211,245],"thus":[215],"improving":[216],"understanding":[218],"long-length":[223],"texts.":[224],"particularly":[227],"important":[228],"social":[232],"conflicts":[233],"disputes,":[235],"because":[236],"these":[237],"often":[239],"involve":[240],"lot":[242],"background":[244],"detailed":[247],"descriptions.":[248],"main":[250],"contribution":[251],"our":[253],"research":[254],"develop":[257],"novel":[259],"learning,":[265],"which":[266],"significantly":[267],"improves":[268],"classification.":[275],"By":[276],"automating":[277],"process,":[280],"we":[281],"aim":[282],"reduce":[284,290],"workload":[286],"mediators":[288],"possibility":[292],"error":[295],"event":[297],"classification.The":[298],"shows":[305],"great":[306],"potential":[307],"prospect":[310],"settlement.":[313],"automatic":[321],"intelligent":[323],"means":[324],"mediation,":[327],"opens":[330],"up":[331],"direction":[334],"legal":[343],"field.":[344]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
