{"id":"https://openalex.org/W4200557584","doi":"https://doi.org/10.1109/isssr53171.2021.00033","title":"Uyghur Language Recognition Method based on BIGRU_IDCNN_ATT_CRF","display_name":"Uyghur Language Recognition Method based on BIGRU_IDCNN_ATT_CRF","publication_year":2021,"publication_date":"2021-09-01","ids":{"openalex":"https://openalex.org/W4200557584","doi":"https://doi.org/10.1109/isssr53171.2021.00033"},"language":"en","primary_location":{"id":"doi:10.1109/isssr53171.2021.00033","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isssr53171.2021.00033","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 7th International Symposium on System and Software Reliability (ISSSR)","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/A5007390066","display_name":"Yifei Ge","orcid":"https://orcid.org/0000-0003-3479-9802"},"institutions":[{"id":"https://openalex.org/I1334729051","display_name":"Xinjiang Normal University","ror":"https://ror.org/00ndrvk93","country_code":"CN","type":"education","lineage":["https://openalex.org/I1334729051"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifei Ge","raw_affiliation_strings":["College of Computer Science and Technology, Xinjiang Normal University, Urumqi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Xinjiang Normal University, Urumqi, China","institution_ids":["https://openalex.org/I1334729051"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062588842","display_name":"Azragul","orcid":null},"institutions":[{"id":"https://openalex.org/I1334729051","display_name":"Xinjiang Normal University","ror":"https://ror.org/00ndrvk93","country_code":"CN","type":"education","lineage":["https://openalex.org/I1334729051"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Azragul","raw_affiliation_strings":["College of Computer Science and Technology, Xinjiang Normal University, Urumqi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Xinjiang Normal University, Urumqi, China","institution_ids":["https://openalex.org/I1334729051"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069347046","display_name":"Degang Chen","orcid":"https://orcid.org/0000-0002-1135-9807"},"institutions":[{"id":"https://openalex.org/I1334729051","display_name":"Xinjiang Normal University","ror":"https://ror.org/00ndrvk93","country_code":"CN","type":"education","lineage":["https://openalex.org/I1334729051"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Degang Chen","raw_affiliation_strings":["College of Computer Science and Technology, Xinjiang Normal University, Urumqi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Xinjiang Normal University, Urumqi, China","institution_ids":["https://openalex.org/I1334729051"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100725160","display_name":"Ke Li","orcid":"https://orcid.org/0000-0001-7998-0731"},"institutions":[{"id":"https://openalex.org/I1334729051","display_name":"Xinjiang Normal University","ror":"https://ror.org/00ndrvk93","country_code":"CN","type":"education","lineage":["https://openalex.org/I1334729051"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Li","raw_affiliation_strings":["College of Computer Science and Technology, Xinjiang Normal University, Urumqi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Xinjiang Normal University, Urumqi, China","institution_ids":["https://openalex.org/I1334729051"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067123604","display_name":"Zongli Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I1334729051","display_name":"Xinjiang Normal University","ror":"https://ror.org/00ndrvk93","country_code":"CN","type":"education","lineage":["https://openalex.org/I1334729051"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongli Fu","raw_affiliation_strings":["College of Computer Science and Technology, Xinjiang Normal University, Urumqi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Xinjiang Normal University, Urumqi, China","institution_ids":["https://openalex.org/I1334729051"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054303425","display_name":"Jincheng Guo","orcid":"https://orcid.org/0009-0005-7619-351X"},"institutions":[{"id":"https://openalex.org/I1334729051","display_name":"Xinjiang Normal University","ror":"https://ror.org/00ndrvk93","country_code":"CN","type":"education","lineage":["https://openalex.org/I1334729051"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jincheng Guo","raw_affiliation_strings":["College of Computer Science and Technology, Xinjiang Normal University, Urumqi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Xinjiang Normal University, Urumqi, China","institution_ids":["https://openalex.org/I1334729051"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1334729051"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19738698,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"146","last_page":"151"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9991000294685364,"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"}},{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.982200026512146,"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/conditional-random-field","display_name":"Conditional random field","score":0.7874758839607239},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7716093063354492},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6689547896385193},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5889959931373596},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5598136782646179},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5029904246330261},{"id":"https://openalex.org/keywords/named-entity-recognition","display_name":"Named-entity recognition","score":0.44268378615379333},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.44018206000328064},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4398394525051117},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.43937522172927856},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43277424573898315},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4197220504283905},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.36008220911026},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12460994720458984},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.06955772638320923}],"concepts":[{"id":"https://openalex.org/C152565575","wikidata":"https://www.wikidata.org/wiki/Q1124538","display_name":"Conditional random field","level":2,"score":0.7874758839607239},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7716093063354492},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6689547896385193},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5889959931373596},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5598136782646179},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5029904246330261},{"id":"https://openalex.org/C2779135771","wikidata":"https://www.wikidata.org/wiki/Q403574","display_name":"Named-entity recognition","level":3,"score":0.44268378615379333},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.44018206000328064},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4398394525051117},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.43937522172927856},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43277424573898315},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4197220504283905},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.36008220911026},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12460994720458984},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.06955772638320923},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isssr53171.2021.00033","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isssr53171.2021.00033","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 7th International Symposium on System and Software Reliability (ISSSR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320325405","display_name":"Xinjiang Normal University","ror":"https://ror.org/00ndrvk93"},{"id":"https://openalex.org/F4320335869","display_name":"National Social Science Fund of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2042188227","https://openalex.org/W2064675550","https://openalex.org/W2157331557","https://openalex.org/W2267186426","https://openalex.org/W2963140597","https://openalex.org/W2967649271","https://openalex.org/W3027012100"],"related_works":["https://openalex.org/W4250494529","https://openalex.org/W1964783010","https://openalex.org/W2399696375","https://openalex.org/W45206245","https://openalex.org/W2211396092","https://openalex.org/W2061834489","https://openalex.org/W2078793151","https://openalex.org/W2751906762","https://openalex.org/W3088215229","https://openalex.org/W3047727388"],"abstract_inverted_index":{"Named":[0],"entity":[1,28],"recognition":[2,149],"plays":[3],"a":[4,30],"very":[5],"important":[6],"role":[7],"in":[8,25],"the":[9,17,41,46,51,61,73,78,87,92,121,131,146,153],"field":[10,75],"of":[11,23,45,80,127],"natural":[12],"language":[13,48,133,148],"processing.":[14],"Aiming":[15],"at":[16],"special":[18],"semantic":[19,43],"morphology":[20],"and":[21,58,82,101,124,139],"scarcity":[22],"data":[24,134],"Uyghur":[26,47,132,147],"named":[27],"recognition,":[29],"neural":[31,55,68],"network":[32,56,69],"model":[33,129],"based":[34],"on":[35,130],"BIGRU_IDCNN_ATT_CRF":[36],"is":[37,110,116],"proposed.":[38],"First,":[39],"extract":[40],"long-dependent":[42],"information":[44],"context":[49],"through":[50,64,118],"bidirectional":[52],"gated":[53],"recurrent":[54],"(BIGRU),":[57],"then":[59],"uses":[60],"word":[62],"vector":[63],"iterated":[65],"dilated":[66],"convolutional":[67],"(IDCNN)":[70],"to":[71,76,90,97],"increase":[72],"perception":[74],"reduce":[77],"number":[79],"neurons":[81],"training":[83],"parameters.":[84],"Then":[85],"use":[86],"self-attention":[88],"mechanism":[89],"weight":[91],"features":[93,100],"extracted":[94],"from":[95],"BIGRU_IDCNN":[96],"strengthen":[98],"key":[99],"weaken":[102],"useless":[103],"features.":[104],"Finally,":[105],"Conditional":[106],"Random":[107],"Field":[108],"(CRF)":[109],"used":[111],"for":[112],"label":[113],"prediction.":[114],"It":[115],"concluded":[117],"experiments":[119],"that":[120],"accuracy,":[122],"recall":[123],"F1":[125],"value":[126],"this":[128],"set":[135],"are":[136],"85.0%,":[137],"84.3%":[138],"84.58%,":[140],"respectively,":[141],"which":[142],"can":[143],"significantly":[144],"improve":[145],"task":[150],"compared":[151],"with":[152],"existing":[154],"models.":[155]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
