{"id":"https://openalex.org/W2911374865","doi":"https://doi.org/10.1093/jamia/ocy171","title":"Spell checker for consumer language (CSpell)","display_name":"Spell checker for consumer language (CSpell)","publication_year":2018,"publication_date":"2018-11-26","ids":{"openalex":"https://openalex.org/W2911374865","doi":"https://doi.org/10.1093/jamia/ocy171","mag":"2911374865","pmid":"https://pubmed.ncbi.nlm.nih.gov/30668712"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocy171","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocy171","pdf_url":"https://academic.oup.com/jamia/article-pdf/26/3/211/27642469/ocy171.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://academic.oup.com/jamia/article-pdf/26/3/211/27642469/ocy171.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005314525","display_name":"Chris J. Lu","orcid":"https://orcid.org/0009-0003-3703-8344"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I4210109390","display_name":"National Center for Biotechnology Information","ror":"https://ror.org/02meqm098","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I2800548410","https://openalex.org/I4210109390"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chris J Lu","raw_affiliation_strings":["Lister Hill National Center for Biomedical Communications National Library of Medicine, National Institutes of Health, Bethesda, Maryland, USA"],"affiliations":[{"raw_affiliation_string":"Lister Hill National Center for Biomedical Communications National Library of Medicine, National Institutes of Health, Bethesda, Maryland, USA","institution_ids":["https://openalex.org/I4210109390","https://openalex.org/I1299303238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018615989","display_name":"Alan R. Aronson","orcid":null},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I4210109390","display_name":"National Center for Biotechnology Information","ror":"https://ror.org/02meqm098","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I2800548410","https://openalex.org/I4210109390"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alan R Aronson","raw_affiliation_strings":["Lister Hill National Center for Biomedical Communications National Library of Medicine, National Institutes of Health, Bethesda, Maryland, USA"],"affiliations":[{"raw_affiliation_string":"Lister Hill National Center for Biomedical Communications National Library of Medicine, National Institutes of Health, Bethesda, Maryland, USA","institution_ids":["https://openalex.org/I4210109390","https://openalex.org/I1299303238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081003662","display_name":"Sonya E. Shooshan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109390","display_name":"National Center for Biotechnology Information","ror":"https://ror.org/02meqm098","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I2800548410","https://openalex.org/I4210109390"]},{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sonya E Shooshan","raw_affiliation_strings":["Lister Hill National Center for Biomedical Communications National Library of Medicine, National Institutes of Health, Bethesda, Maryland, USA"],"affiliations":[{"raw_affiliation_string":"Lister Hill National Center for Biomedical Communications National Library of Medicine, National Institutes of Health, Bethesda, Maryland, USA","institution_ids":["https://openalex.org/I4210109390","https://openalex.org/I1299303238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046764593","display_name":"Dina Demner\u2010Fushman","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109390","display_name":"National Center for Biotechnology Information","ror":"https://ror.org/02meqm098","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I2800548410","https://openalex.org/I4210109390"]},{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dina Demner-Fushman","raw_affiliation_strings":["Lister Hill National Center for Biomedical Communications National Library of Medicine, National Institutes of Health, Bethesda, Maryland, USA"],"affiliations":[{"raw_affiliation_string":"Lister Hill National Center for Biomedical Communications National Library of Medicine, National Institutes of Health, Bethesda, Maryland, USA","institution_ids":["https://openalex.org/I4210109390","https://openalex.org/I1299303238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5005314525"],"corresponding_institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I4210109390"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":2.769,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.92641503,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"26","issue":"3","first_page":"211","last_page":"218"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9965999722480774,"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":0.9965999722480774,"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":0.9952999949455261,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9828000068664551,"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/computer-science","display_name":"Computer science","score":0.7786879539489746},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6827799081802368},{"id":"https://openalex.org/keywords/word2vec","display_name":"Word2vec","score":0.6442416906356812},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6212999224662781},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5948560237884521},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.5569507479667664},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5522878766059875},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5242505073547363},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.5211306214332581},{"id":"https://openalex.org/keywords/spelling","display_name":"Spelling","score":0.48654142022132874},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.37940514087677},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3636736273765564},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.296255886554718},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10092881321907043}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7786879539489746},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6827799081802368},{"id":"https://openalex.org/C2776461190","wikidata":"https://www.wikidata.org/wiki/Q22673982","display_name":"Word2vec","level":3,"score":0.6442416906356812},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6212999224662781},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5948560237884521},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.5569507479667664},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5522878766059875},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5242505073547363},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.5211306214332581},{"id":"https://openalex.org/C2777801307","wikidata":"https://www.wikidata.org/wiki/Q2088390","display_name":"Spelling","level":2,"score":0.48654142022132874},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.37940514087677},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3636736273765564},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.296255886554718},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10092881321907043},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000074522","descriptor_name":"Consumer Health Informatics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000074522","descriptor_name":"Consumer Health Informatics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000074522","descriptor_name":"Consumer Health Informatics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D054626","descriptor_name":"Consumer Health Information","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D054626","descriptor_name":"Consumer Health Information","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D054626","descriptor_name":"Consumer Health Information","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057226","descriptor_name":"Information Seeking Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057226","descriptor_name":"Information Seeking Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057226","descriptor_name":"Information Seeking Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1093/jamia/ocy171","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocy171","pdf_url":"https://academic.oup.com/jamia/article-pdf/26/3/211/27642469/ocy171.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:30668712","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30668712","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association : JAMIA","raw_type":null},{"id":"pmh:oai:europepmc.org:5918153","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6351975","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/jamia/ocy171","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocy171","pdf_url":"https://academic.oup.com/jamia/article-pdf/26/3/211/27642469/ocy171.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7699999809265137,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337372","display_name":"U.S. National Library of Medicine","ror":"https://ror.org/0060t0j89"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2911374865.pdf","grobid_xml":"https://content.openalex.org/works/W2911374865.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W116322939","https://openalex.org/W1545617063","https://openalex.org/W1647671624","https://openalex.org/W1707619832","https://openalex.org/W1748523531","https://openalex.org/W1967526029","https://openalex.org/W2006642610","https://openalex.org/W2010595692","https://openalex.org/W2016871293","https://openalex.org/W2018616927","https://openalex.org/W2054965013","https://openalex.org/W2066792529","https://openalex.org/W2075880254","https://openalex.org/W2123269682","https://openalex.org/W2148362501","https://openalex.org/W2153579005","https://openalex.org/W2172087872","https://openalex.org/W2401825159","https://openalex.org/W2419826580","https://openalex.org/W2574185571","https://openalex.org/W2575632710","https://openalex.org/W2594077621","https://openalex.org/W2740623990","https://openalex.org/W2741908291","https://openalex.org/W2921120189","https://openalex.org/W2941732575","https://openalex.org/W2950577311","https://openalex.org/W6604711789","https://openalex.org/W6632697048","https://openalex.org/W6636510571","https://openalex.org/W6636915900","https://openalex.org/W6638038519","https://openalex.org/W6678807255","https://openalex.org/W6682691769","https://openalex.org/W6697035680","https://openalex.org/W6713130396","https://openalex.org/W6717238570","https://openalex.org/W6731949545","https://openalex.org/W6732301793","https://openalex.org/W6742021116","https://openalex.org/W6761543984"],"related_works":["https://openalex.org/W2946409105","https://openalex.org/W3152932816","https://openalex.org/W2985392712","https://openalex.org/W4388996947","https://openalex.org/W4382201653","https://openalex.org/W3133567596","https://openalex.org/W2798009317","https://openalex.org/W4312127319","https://openalex.org/W2998070955","https://openalex.org/W3175524270"],"abstract_inverted_index":{"CSpell":[0,25],"improves":[1],"over":[2],"the":[3,6,24],"state":[4],"of":[5],"art":[7],"and":[8,15,23],"provides":[9],"near":[10],"real-time":[11],"automatic":[12],"misspelling":[13],"detection":[14],"correction":[16],"in":[17],"consumer":[18],"health":[19],"questions.":[20],"The":[21],"software":[22],"test":[26],"set":[27],"are":[28],"available":[29],"at":[30],"https://umlslex.nlm.nih.gov/cSpell.":[31]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
