{"id":"https://openalex.org/W2147110674","doi":"https://doi.org/10.1109/fuzzy.2010.5584301","title":"A semiotic approach to data in medical decision making","display_name":"A semiotic approach to data in medical decision making","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2147110674","doi":"https://doi.org/10.1109/fuzzy.2010.5584301","mag":"2147110674"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2010.5584301","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2010.5584301","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Fuzzy Systems","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/A5111833875","display_name":"Mila Kwiatkowska","orcid":null},"institutions":[{"id":"https://openalex.org/I160262251","display_name":"Thompson Rivers University","ror":"https://ror.org/01v9wj339","country_code":"CA","type":"education","lineage":["https://openalex.org/I160262251"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Mila Kwiatkowska","raw_affiliation_strings":["Department of Computer Science, Thompson Rivers University, Kamloops, BC, Canada","Department of Computing Science, Thompson Rivers University, Kamloops, BC V2C 5N3 Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Thompson Rivers University, Kamloops, BC, Canada","institution_ids":["https://openalex.org/I160262251"]},{"raw_affiliation_string":"Department of Computing Science, Thompson Rivers University, Kamloops, BC V2C 5N3 Canada","institution_ids":["https://openalex.org/I160262251"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058999339","display_name":"Linda McMillan","orcid":null},"institutions":[{"id":"https://openalex.org/I160262251","display_name":"Thompson Rivers University","ror":"https://ror.org/01v9wj339","country_code":"CA","type":"education","lineage":["https://openalex.org/I160262251"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Linda McMillan","raw_affiliation_strings":["Department of English and Modern Languages, Thompson Rivers University, Kamloops, BC, Canada","Department of English and Modern Languages, Thompson Rivers University, Kamloops, BC V2C 5N3 Canada"],"affiliations":[{"raw_affiliation_string":"Department of English and Modern Languages, Thompson Rivers University, Kamloops, BC, Canada","institution_ids":["https://openalex.org/I160262251"]},{"raw_affiliation_string":"Department of English and Modern Languages, Thompson Rivers University, Kamloops, BC V2C 5N3 Canada","institution_ids":["https://openalex.org/I160262251"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5111833875"],"corresponding_institution_ids":["https://openalex.org/I160262251"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.13466666,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"19","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9902999997138977,"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":0.9902999997138977,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9900000095367432,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9855999946594238,"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":0.7106518745422363},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6355025768280029},{"id":"https://openalex.org/keywords/semiotics","display_name":"Semiotics","score":0.5912566184997559},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5910869836807251},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.5748786926269531},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.572575032711029},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.5456321239471436},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4683949947357178},{"id":"https://openalex.org/keywords/decision-making","display_name":"Decision-making","score":0.4258945882320404},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.4255756139755249},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.41850265860557556},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.380797415971756},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35238370299339294},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1256086230278015},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10606423020362854}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7106518745422363},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6355025768280029},{"id":"https://openalex.org/C139997677","wikidata":"https://www.wikidata.org/wiki/Q60195","display_name":"Semiotics","level":2,"score":0.5912566184997559},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5910869836807251},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.5748786926269531},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.572575032711029},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.5456321239471436},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4683949947357178},{"id":"https://openalex.org/C122308676","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision-making","level":3,"score":0.4258945882320404},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4255756139755249},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.41850265860557556},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.380797415971756},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35238370299339294},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1256086230278015},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10606423020362854},{"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},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2778813691","wikidata":"https://www.wikidata.org/wiki/Q1369832","display_name":"Purchasing","level":2,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2010.5584301","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2010.5584301","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Fuzzy Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W48873204","https://openalex.org/W205863834","https://openalex.org/W612154768","https://openalex.org/W1524157153","https://openalex.org/W1548728152","https://openalex.org/W1556024364","https://openalex.org/W1791115442","https://openalex.org/W1968181674","https://openalex.org/W1971693432","https://openalex.org/W1986072124","https://openalex.org/W2030281384","https://openalex.org/W2054996896","https://openalex.org/W2067077115","https://openalex.org/W2075481642","https://openalex.org/W2077410237","https://openalex.org/W2081282960","https://openalex.org/W2100662936","https://openalex.org/W2108084237","https://openalex.org/W2123711808","https://openalex.org/W2137883543","https://openalex.org/W2145591547","https://openalex.org/W2170540568","https://openalex.org/W2177508269","https://openalex.org/W2266575335","https://openalex.org/W2413452023","https://openalex.org/W2482916218","https://openalex.org/W3216327971","https://openalex.org/W4212816731","https://openalex.org/W4230739200","https://openalex.org/W4231535102","https://openalex.org/W4231618482","https://openalex.org/W4233312759","https://openalex.org/W4237539106","https://openalex.org/W4302157315","https://openalex.org/W4302603702","https://openalex.org/W6631362681"],"related_works":["https://openalex.org/W2314134133","https://openalex.org/W1574317441","https://openalex.org/W2055592795","https://openalex.org/W4232382212","https://openalex.org/W3122195146","https://openalex.org/W2355914877","https://openalex.org/W2083262586","https://openalex.org/W2613453305","https://openalex.org/W1731616892","https://openalex.org/W2370973243"],"abstract_inverted_index":{"Computer-based":[0],"support":[1,87,101],"for":[2,84],"medical":[3,28,53,67,122,153,179,188],"decision":[4,86,100,154],"making":[5,200],"has":[6,55,79],"been":[7],"a":[8,58,81,105,141,173,192,202],"subject":[9],"of":[10,18,62,74,99,117,121,125,132,147,150,162,172,195],"many":[11],"research":[12],"projects":[13],"since":[14],"the":[15,21,40,44,66,71,85,91,135,145,148,160,178,183,187],"earliest":[16],"days":[17],"computers.":[19],"Although":[20],"early":[22],"expert":[23],"systems":[24,32,88],"promised":[25],"to":[26,46,49,57,89,144],"automate":[27],"diagnosis,":[29],"very":[30],"few":[31],"were":[33],"actually":[34],"utilized":[35],"in":[36,127,134,152,191,201],"clinical":[37],"settings.":[38],"In":[39,95],"last":[41],"twenty":[42],"years,":[43],"intent":[45],"use":[47],"computers":[48],"replace":[50],"or":[51],"simulate":[52],"experts":[54],"changed":[56],"less":[59],"ambitious":[60],"goal":[61],"supporting":[63],"and":[64,130,168,198],"assisting":[65],"decision-making":[68,136,180,189],"process.":[69,137,181],"Recently,":[70],"growing":[72],"availability":[73],"electronically":[75],"stored":[76],"patient":[77],"records":[78],"provided":[80],"new":[82],"opportunity":[83],"utilize":[90],"data":[92,103,118,126,133,151,163],"mining":[93],"tools.":[94],"all":[96],"these":[97],"types":[98],"systems,":[102],"play":[104],"central":[106],"role.":[107],"This":[108,156],"paper":[109,139],"examines":[110],"three":[111],"fundamental":[112],"issues":[113],"surrounding":[114],"data:":[115],"modeling":[116],"as":[119],"representation":[120],"concepts,":[123],"interpretation":[124,169],"multiple":[128],"contexts,":[129],"utilization":[131],"The":[138],"introduces":[140],"semiotic":[142,184],"approach":[143,157,185],"analysis":[146],"role":[149],"making.":[155],"assumes":[158],"that":[159],"processes":[161],"modeling,":[164],"collection,":[165],"storage,":[166],"processing,":[167],"are":[170],"components":[171],"larger":[174],"communication":[175],"process":[176,190],"-":[177],"Furthermore,":[182],"describes":[186],"broader":[193],"context":[194],"representation,":[196],"interpretation,":[197],"meaning":[199],"social":[203],"context.":[204]},"counts_by_year":[{"year":2018,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
