{"id":"https://openalex.org/W2898556118","doi":"https://doi.org/10.3390/proceedings2191203","title":"Ontology-Based Categorisation of Medical Texts for Health Professionals","display_name":"Ontology-Based Categorisation of Medical Texts for Health Professionals","publication_year":2018,"publication_date":"2018-10-24","ids":{"openalex":"https://openalex.org/W2898556118","doi":"https://doi.org/10.3390/proceedings2191203","mag":"2898556118"},"language":"en","primary_location":{"id":"doi:10.3390/proceedings2191203","is_oa":true,"landing_page_url":"https://doi.org/10.3390/proceedings2191203","pdf_url":"https://www.mdpi.com/2504-3900/2/19/1203/pdf?version=1540348239","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"UCAmI 2018","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2504-3900/2/19/1203/pdf?version=1540348239","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027941211","display_name":"Antonio Balderas","orcid":"https://orcid.org/0000-0003-0026-7410"},"institutions":[{"id":"https://openalex.org/I39147953","display_name":"Universidad de C\u00e1diz","ror":"https://ror.org/04mxxkb11","country_code":"ES","type":"education","lineage":["https://openalex.org/I39147953"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Antonio Balderas","raw_affiliation_strings":["Universidad de C\u00e1diz, Computer Science Department, Av. de la Universidad de C\u00e1diz, 10, 11519 Puerto Real, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de C\u00e1diz, Computer Science Department, Av. de la Universidad de C\u00e1diz, 10, 11519 Puerto Real, Spain","institution_ids":["https://openalex.org/I39147953"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052894810","display_name":"Tatiana Person","orcid":"https://orcid.org/0000-0002-4288-7143"},"institutions":[{"id":"https://openalex.org/I39147953","display_name":"Universidad de C\u00e1diz","ror":"https://ror.org/04mxxkb11","country_code":"ES","type":"education","lineage":["https://openalex.org/I39147953"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Tatiana Person","raw_affiliation_strings":["Universidad de C\u00e1diz, Computer Science Department, Av. de la Universidad de C\u00e1diz, 10, 11519 Puerto Real, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de C\u00e1diz, Computer Science Department, Av. de la Universidad de C\u00e1diz, 10, 11519 Puerto Real, Spain","institution_ids":["https://openalex.org/I39147953"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029169376","display_name":"Rub\u00e9n Baena-Perez","orcid":"https://orcid.org/0000-0001-7630-6223"},"institutions":[{"id":"https://openalex.org/I39147953","display_name":"Universidad de C\u00e1diz","ror":"https://ror.org/04mxxkb11","country_code":"ES","type":"education","lineage":["https://openalex.org/I39147953"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rub\u00e9n Baena-P\u00e9rez","raw_affiliation_strings":["Universidad de C\u00e1diz, Computer Science Department, Av. de la Universidad de C\u00e1diz, 10, 11519 Puerto Real, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de C\u00e1diz, Computer Science Department, Av. de la Universidad de C\u00e1diz, 10, 11519 Puerto Real, Spain","institution_ids":["https://openalex.org/I39147953"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022486958","display_name":"Juan Manuel Dodero","orcid":"https://orcid.org/0000-0002-4105-5679"},"institutions":[{"id":"https://openalex.org/I39147953","display_name":"Universidad de C\u00e1diz","ror":"https://ror.org/04mxxkb11","country_code":"ES","type":"education","lineage":["https://openalex.org/I39147953"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Dodero","raw_affiliation_strings":["Universidad de C\u00e1diz, Computer Science Department, Av. de la Universidad de C\u00e1diz, 10, 11519 Puerto Real, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de C\u00e1diz, Computer Science Department, Av. de la Universidad de C\u00e1diz, 10, 11519 Puerto Real, Spain","institution_ids":["https://openalex.org/I39147953"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017842253","display_name":"Iv\u00e1n Ruiz\u2010Rube","orcid":"https://orcid.org/0000-0002-9012-700X"},"institutions":[{"id":"https://openalex.org/I39147953","display_name":"Universidad de C\u00e1diz","ror":"https://ror.org/04mxxkb11","country_code":"ES","type":"education","lineage":["https://openalex.org/I39147953"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Iv\u00e1n Ruiz-Rube","raw_affiliation_strings":["Universidad de C\u00e1diz, Computer Science Department, Av. de la Universidad de C\u00e1diz, 10, 11519 Puerto Real, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de C\u00e1diz, Computer Science Department, Av. de la Universidad de C\u00e1diz, 10, 11519 Puerto Real, Spain","institution_ids":["https://openalex.org/I39147953"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5098026752","display_name":"Jos\u00e9 De-Diego-Gonz\u00e1lez","orcid":null},"institutions":[{"id":"https://openalex.org/I39147953","display_name":"Universidad de C\u00e1diz","ror":"https://ror.org/04mxxkb11","country_code":"ES","type":"education","lineage":["https://openalex.org/I39147953"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 De-Diego-Gonz\u00e1lez","raw_affiliation_strings":["Universidad de C\u00e1diz, Computer Science Department, Av. de la Universidad de C\u00e1diz, 10, 11519 Puerto Real, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de C\u00e1diz, Computer Science Department, Av. de la Universidad de C\u00e1diz, 10, 11519 Puerto Real, Spain","institution_ids":["https://openalex.org/I39147953"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5027941211"],"corresponding_institution_ids":["https://openalex.org/I39147953"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.10251443,"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":"1203","last_page":"1203"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.88919997215271,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.88919997215271,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.8140000104904175,"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/snomed-ct","display_name":"SNOMED CT","score":0.9171087145805359},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.7289770841598511},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.699650764465332},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6380974054336548},{"id":"https://openalex.org/keywords/health-professionals","display_name":"Health professionals","score":0.6151679754257202},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6123273372650146},{"id":"https://openalex.org/keywords/systematized-nomenclature-of-medicine","display_name":"Systematized Nomenclature of Medicine","score":0.5395002365112305},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.498823881149292},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4673885107040405},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4489804208278656},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.4325748085975647},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.4259820282459259},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3371402621269226},{"id":"https://openalex.org/keywords/terminology","display_name":"Terminology","score":0.3072888255119324},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.2120697796344757},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15812340378761292},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1270337998867035},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.09640669822692871},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09185755252838135}],"concepts":[{"id":"https://openalex.org/C206497026","wikidata":"https://www.wikidata.org/wiki/Q1753883","display_name":"SNOMED CT","level":3,"score":0.9171087145805359},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.7289770841598511},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.699650764465332},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6380974054336548},{"id":"https://openalex.org/C3019806175","wikidata":"https://www.wikidata.org/wiki/Q11974939","display_name":"Health professionals","level":3,"score":0.6151679754257202},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6123273372650146},{"id":"https://openalex.org/C44681071","wikidata":"https://www.wikidata.org/wiki/Q4048820","display_name":"Systematized Nomenclature of Medicine","level":4,"score":0.5395002365112305},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.498823881149292},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4673885107040405},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4489804208278656},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.4325748085975647},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.4259820282459259},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3371402621269226},{"id":"https://openalex.org/C547195049","wikidata":"https://www.wikidata.org/wiki/Q1725664","display_name":"Terminology","level":2,"score":0.3072888255119324},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.2120697796344757},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15812340378761292},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1270337998867035},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.09640669822692871},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09185755252838135},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/proceedings2191203","is_oa":true,"landing_page_url":"https://doi.org/10.3390/proceedings2191203","pdf_url":"https://www.mdpi.com/2504-3900/2/19/1203/pdf?version=1540348239","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"UCAmI 2018","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:189ebef8aec84ca988eafc9887ad5d26","is_oa":true,"landing_page_url":"https://doaj.org/article/189ebef8aec84ca988eafc9887ad5d26","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings, Vol 2, Iss 19, p 1203 (2018)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2504-3900/2/19/1203/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/proceedings2191203","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings; Volume 2; Issue 19; Pages: 1203","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/proceedings2191203","is_oa":true,"landing_page_url":"https://doi.org/10.3390/proceedings2191203","pdf_url":"https://www.mdpi.com/2504-3900/2/19/1203/pdf?version=1540348239","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"UCAmI 2018","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7099999785423279,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G2759470803","display_name":null,"funder_award_id":"TIN2017-85797-R","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2898556118.pdf","grobid_xml":"https://content.openalex.org/works/W2898556118.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W20925818","https://openalex.org/W90362830","https://openalex.org/W1481389199","https://openalex.org/W1537376844","https://openalex.org/W1966222073","https://openalex.org/W1969410394","https://openalex.org/W1976570050","https://openalex.org/W2006566856","https://openalex.org/W2030872476","https://openalex.org/W2033115336","https://openalex.org/W2039888644","https://openalex.org/W2089507025","https://openalex.org/W2104321900","https://openalex.org/W2144429936","https://openalex.org/W2174880499","https://openalex.org/W2530065999","https://openalex.org/W2779963377","https://openalex.org/W2801424204","https://openalex.org/W2801874942","https://openalex.org/W2802299413","https://openalex.org/W2802508027","https://openalex.org/W2889358525","https://openalex.org/W4299411015","https://openalex.org/W6603694148","https://openalex.org/W6747246755","https://openalex.org/W6754021569"],"related_works":["https://openalex.org/W2581432157","https://openalex.org/W4386159309","https://openalex.org/W983237315","https://openalex.org/W4295077997","https://openalex.org/W4384914659","https://openalex.org/W2419080317","https://openalex.org/W2026282251","https://openalex.org/W328302119","https://openalex.org/W2042499546","https://openalex.org/W2202817416"],"abstract_inverted_index":{"The":[0],"appropriate":[1],"categorisation":[2],"of":[3,57,98,116],"written":[4,38],"information":[5,18,66],"by":[6,64],"health":[7,47,87],"professionals":[8,23],"is":[9,40,100],"very":[10],"important":[11],"to":[12,43,61,75,86,102,119],"guarantee":[13],"its":[14],"accessibility.":[15],"Unfortunately,":[16],"the":[17,33,37,58,65,80,114,117],"technology":[19],"tools":[20],"that":[21,25,32],"support":[22,120],"on":[24,94,113],"task":[26],"imply":[27],"a":[28,55,71,110],"heavy":[29],"workload,":[30],"so":[31],"responsibility":[34],"for":[35],"categorising":[36],"content":[39],"often":[41],"delegated":[42],"administrative":[44],"staff.":[45],"Well-known":[46],"ontologies":[48],"such":[49],"as":[50],"SNOMED-CT":[51],"or":[52],"MeSH":[53],"provide":[54,109],"representation":[56],"clinical":[59],"contents":[60],"be":[62],"used":[63,101],"systems.":[67],"This":[68],"research":[69],"proposes":[70],"computer":[72],"based":[73,93],"method":[74,118],"automatically":[76],"extract":[77],"and":[78,83,104],"code":[79],"diagnostics,":[81],"procedures":[82],"treatments":[84],"according":[85],"ontologies.":[88],"A":[89],"Knowledge":[90],"Management":[91],"System":[92],"an":[95],"extended":[96],"version":[97],"Drupal":[99],"implement":[103],"evaluate":[105],"this":[106],"proposal.":[107],"Results":[108],"positive":[111],"evidence":[112],"application":[115],"medical":[121],"professionals.":[122]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-13T16:22:10.518609","created_date":"2025-10-10T00:00:00"}