{"id":"https://openalex.org/W4407853796","doi":"https://doi.org/10.3233/978-1-61499-415-2-461","title":"Towards Symbiosis in Knowledge Representation and Natural Language Processing for Structuring Clinical Practice Guidelines","display_name":"Towards Symbiosis in Knowledge Representation and Natural Language Processing for Structuring Clinical Practice Guidelines","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W4407853796","doi":"https://doi.org/10.3233/978-1-61499-415-2-461"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-415-2-461","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-415-2-461","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"book-chapter","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/A5009604048","display_name":"Chunhua Weng","orcid":"https://orcid.org/0000-0002-9624-0214"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Weng Chunhua","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081942296","display_name":"Payne Philip R. O.","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Payne Philip R. O.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077374993","display_name":"Vernon H. Mark","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Velez Mark","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112666807","display_name":"J B","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Johnson Stephen B.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5116386092","display_name":"Bakken Suzanne","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bakken Suzanne","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5009604048"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.64100877,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9926999807357788,"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":0.9926999807357788,"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/T12664","display_name":"Clinical practice guidelines implementation","score":0.9783999919891357,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9228000044822693,"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/structuring","display_name":"Structuring","score":0.936161994934082},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6573573350906372},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5388045310974121},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.46999606490135193},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.38258761167526245},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3772052526473999},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3346607983112335},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1422792375087738},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.09921294450759888},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.09166690707206726}],"concepts":[{"id":"https://openalex.org/C2775945657","wikidata":"https://www.wikidata.org/wiki/Q381442","display_name":"Structuring","level":2,"score":0.936161994934082},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6573573350906372},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5388045310974121},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.46999606490135193},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.38258761167526245},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3772052526473999},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3346607983112335},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1422792375087738},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.09921294450759888},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.09166690707206726},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/978-1-61499-415-2-461","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-415-2-461","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4394443292","https://openalex.org/W4251394462","https://openalex.org/W1580673008","https://openalex.org/W1510936208","https://openalex.org/W2486167009","https://openalex.org/W1595575899","https://openalex.org/W756498608","https://openalex.org/W2135201366","https://openalex.org/W4285395220","https://openalex.org/W2493576743"],"abstract_inverted_index":{"The":[0],"successful":[1],"adoption":[2],"by":[3,88],"clinicians":[4],"of":[5,19,36,69,121,136],"evidence-based":[6,145],"clinical":[7,13,146],"practice":[8],"guidelines":[9,21],"(CPGs)":[10],"contained":[11],"in":[12,72],"information":[14],"systems":[15],"requires":[16],"efficient":[17],"translation":[18],"free-text":[20,48],"into":[22],"computable":[23],"formats.":[24],"Natural":[25],"language":[26],"processing":[27],"(NLP)":[28],"has":[29],"the":[30,34,65,117,134],"potential":[31],"to":[32,43,46,58,143],"improve":[33],"efficiency":[35],"such":[37],"translation.":[38],"However,":[39],"it":[40],"is":[41],"laborious":[42],"develop":[44],"NLP":[45,125,139],"structure":[47],"CPGs":[49,142],"using":[50],"existing":[51],"formal":[52],"knowledge":[53,74],"representations":[54],"(KR).":[55],"In":[56],"response":[57],"this":[59,61],"challenge,":[60],"vision":[62],"paper":[63],"discusses":[64],"value":[66],"and":[67,77,95,119,124,129,138],"feasibility":[68],"supporting":[70],"symbiosis":[71,135],"text-based":[73],"acquisition":[75],"(KA)":[76],"KR.":[78],"We":[79],"compare":[80],"two":[81],"ontologies:":[82],"(1)":[83],"an":[84,97],"ontology":[85,99],"manually":[86],"created":[87],"domain":[89],"experts":[90],"for":[91,106,126,132,140],"CPG":[92,110],"eligibility":[93,111],"criteria":[94,112],"(2)":[96],"upper-level":[98],"derived":[100],"from":[101,109],"a":[102],"semantic":[103],"pattern-based":[104],"approach":[105],"automatic":[107],"KA":[108,123],"text.":[113],"Then":[114],"we":[115],"discuss":[116],"strengths":[118],"limitations":[120],"interweaving":[122],"KR":[127,137],"purposes":[128],"important":[130],"considerations":[131],"achieving":[133],"structuring":[141],"achieve":[144],"practice.":[147]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
