{"id":"https://openalex.org/W4405377538","doi":"https://doi.org/10.2514/1.i011481","title":"Notice-to-Airmen Text-Error-Correction Method Based on Ccf-MacBERT and Knowledge Graph","display_name":"Notice-to-Airmen Text-Error-Correction Method Based on Ccf-MacBERT and Knowledge Graph","publication_year":2024,"publication_date":"2024-12-13","ids":{"openalex":"https://openalex.org/W4405377538","doi":"https://doi.org/10.2514/1.i011481"},"language":"en","primary_location":{"id":"doi:10.2514/1.i011481","is_oa":false,"landing_page_url":"https://doi.org/10.2514/1.i011481","pdf_url":null,"source":{"id":"https://openalex.org/S4210240151","display_name":"Journal of Aerospace Information Systems","issn_l":"2327-3097","issn":["2327-3097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315709","host_organization_name":"American Institute of Aeronautics and Astronautics","host_organization_lineage":["https://openalex.org/P4310315709"],"host_organization_lineage_names":["American Institute of Aeronautics and Astronautics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Aerospace Information Systems","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/A5050035609","display_name":"Bing Dong","orcid":"https://orcid.org/0000-0003-1603-9738"},"institutions":[{"id":"https://openalex.org/I58995867","display_name":"Civil Aviation Flight University of China","ror":"https://ror.org/01xyb1v19","country_code":"CN","type":"education","lineage":["https://openalex.org/I58995867"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bing Dong","raw_affiliation_strings":["Civil Aviation Flight University of China","Civil Aviation Flight University of China, Guanghan 618307, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"Civil Aviation Flight University of China","institution_ids":["https://openalex.org/I58995867"]},{"raw_affiliation_string":"Civil Aviation Flight University of China, Guanghan 618307, People\u2019s Republic of China","institution_ids":["https://openalex.org/I58995867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103835689","display_name":"Chuang Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I58995867","display_name":"Civil Aviation Flight University of China","ror":"https://ror.org/01xyb1v19","country_code":"CN","type":"education","lineage":["https://openalex.org/I58995867"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuang Luo","raw_affiliation_strings":["Civil Aviation Flight University of China","Civil Aviation Flight University of China, Guanghan 618307, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"Civil Aviation Flight University of China","institution_ids":["https://openalex.org/I58995867"]},{"raw_affiliation_string":"Civil Aviation Flight University of China, Guanghan 618307, People\u2019s Republic of China","institution_ids":["https://openalex.org/I58995867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074571035","display_name":"Anquan Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I58995867","display_name":"Civil Aviation Flight University of China","ror":"https://ror.org/01xyb1v19","country_code":"CN","type":"education","lineage":["https://openalex.org/I58995867"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anquan Liu","raw_affiliation_strings":["Civil Aviation Flight University of China","Civil Aviation Flight University of China, Guanghan 618307, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"Civil Aviation Flight University of China","institution_ids":["https://openalex.org/I58995867"]},{"raw_affiliation_string":"Civil Aviation Flight University of China, Guanghan 618307, People\u2019s Republic of China","institution_ids":["https://openalex.org/I58995867"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061783048","display_name":"Xinqian Li","orcid":"https://orcid.org/0000-0002-2630-1974"},"institutions":[{"id":"https://openalex.org/I58995867","display_name":"Civil Aviation Flight University of China","ror":"https://ror.org/01xyb1v19","country_code":"CN","type":"education","lineage":["https://openalex.org/I58995867"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinqian Li","raw_affiliation_strings":["Civil Aviation Flight University of China","Civil Aviation Flight University of China, Guanghan 618307, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"Civil Aviation Flight University of China","institution_ids":["https://openalex.org/I58995867"]},{"raw_affiliation_string":"Civil Aviation Flight University of China, Guanghan 618307, People\u2019s Republic of China","institution_ids":["https://openalex.org/I58995867"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5050035609"],"corresponding_institution_ids":["https://openalex.org/I58995867"],"apc_list":null,"apc_paid":null,"fwci":0.7252,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77880725,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"22","issue":"2","first_page":"145","last_page":"153"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9955999851226807,"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/T10028","display_name":"Topic Modeling","score":0.9955999851226807,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9914000034332275,"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/T11719","display_name":"Data Quality and Management","score":0.9728000164031982,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/notice","display_name":"Notice","score":0.7049843072891235},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5528638958930969},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4762028455734253},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.44632571935653687},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3554724454879761},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35256874561309814},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26075994968414307},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24040573835372925},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.19760513305664062}],"concepts":[{"id":"https://openalex.org/C2779913896","wikidata":"https://www.wikidata.org/wiki/Q7063001","display_name":"Notice","level":2,"score":0.7049843072891235},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5528638958930969},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4762028455734253},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.44632571935653687},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3554724454879761},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35256874561309814},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26075994968414307},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24040573835372925},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.19760513305664062},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2514/1.i011481","is_oa":false,"landing_page_url":"https://doi.org/10.2514/1.i011481","pdf_url":null,"source":{"id":"https://openalex.org/S4210240151","display_name":"Journal of Aerospace Information Systems","issn_l":"2327-3097","issn":["2327-3097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315709","host_organization_name":"American Institute of Aeronautics and Astronautics","host_organization_lineage":["https://openalex.org/P4310315709"],"host_organization_lineage_names":["American Institute of Aeronautics and Astronautics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Aerospace Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1598796236","https://openalex.org/W2028140375","https://openalex.org/W2165945467","https://openalex.org/W2244807774","https://openalex.org/W2460755166","https://openalex.org/W2519887557","https://openalex.org/W2896457183","https://openalex.org/W2965373594","https://openalex.org/W2996035354","https://openalex.org/W3021636956","https://openalex.org/W3024680312","https://openalex.org/W3088719258","https://openalex.org/W3102725307","https://openalex.org/W3170606572","https://openalex.org/W4206997731","https://openalex.org/W4212774754","https://openalex.org/W4281399117","https://openalex.org/W4309891862","https://openalex.org/W4379616669","https://openalex.org/W4379878256","https://openalex.org/W4381616474","https://openalex.org/W4382983205","https://openalex.org/W4383068742","https://openalex.org/W4385821073","https://openalex.org/W4393159281"],"related_works":["https://openalex.org/W3018282762","https://openalex.org/W2558055997","https://openalex.org/W2791183434","https://openalex.org/W2353369313","https://openalex.org/W4400794747","https://openalex.org/W4250645680","https://openalex.org/W4300782058","https://openalex.org/W2086339586","https://openalex.org/W2394387726","https://openalex.org/W2378724474"],"abstract_inverted_index":{"With":[0],"the":[1,5,8,13,31,43,48,55,60,86,102,107,115,120,125,130,136,155,159,163,170],"exponential":[2],"increase":[3],"in":[4],"number":[6],"of":[7,19,66,90,119,149,162,169],"Notices":[9],"to":[10,123,167],"Airmen":[11],"(NOTAMs),":[12],"inefficiencies":[14],"and":[15,37,54,62,71,77,95,140,153],"high":[16],"error":[17],"rates":[18],"manual":[20],"processing":[21],"have":[22],"become":[23],"evident.":[24],"To":[25],"address":[26],"these":[27],"issues,":[28],"NOTAMs":[29],"from":[30,106],"Intelligence":[32],"Center":[33],"between":[34],"September":[35],"2020":[36],"October":[38],"2023":[39],"were":[40,69,109,165],"used":[41,96,110],"as":[42,80,97,111],"base":[44],"data.":[45],"By":[46],"employing":[47],"trained":[49],"Casv-Graph":[50],"Neural":[51,57],"Network":[52,58],"model":[53,122,164],"tianzege-Convolutional":[56],"model,":[59],"phonetic":[61,76],"morphological":[63,78],"feature":[64],"similarities":[65],"Chinese":[67],"characters":[68,92],"outputted,":[70],"a":[72,88,98,147],"knowledge":[73],"graph":[74],"with":[75,146],"features":[79],"nodes":[81],"was":[82,93],"constructed.":[83],"Based":[84],"on":[85],"similarities,":[87],"database":[89,108],"similar":[91],"compiled":[94],"correction":[99],"medium":[100],"for":[101],"BERT":[103],"model.":[104,132],"Synonyms":[105],"masking":[112],"objects":[113],"during":[114],"masked":[116],"language":[117],"phase":[118],"MacBERT":[121],"mask":[124],"original":[126],"text,":[127],"thereby":[128],"constructing":[129],"Ccf-MacBERT":[131],"This":[133],"approach":[134],"improves":[135],"model\u2019s":[137],"practical":[138],"applicability":[139],"computational":[141],"efficiency.":[142],"When":[143],"selecting":[144],"synonyms":[145],"similarity":[148],"0.9":[150],"or":[151],"higher":[152],"using":[154],"NOTAM-text":[156],"data":[157],"set,":[158],"training":[160],"parameters":[161],"superior":[166],"those":[168],"existing":[171],"NOTAM":[172],"text-error-correction":[173],"models.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
