{"id":"https://openalex.org/W4382052266","doi":"https://doi.org/10.1145/3592813.3592917","title":"Ontology-Based Reasoning to Classify Behaviors Associated with Chronic Disease Risk Factors","display_name":"Ontology-Based Reasoning to Classify Behaviors Associated with Chronic Disease Risk Factors","publication_year":2023,"publication_date":"2023-05-29","ids":{"openalex":"https://openalex.org/W4382052266","doi":"https://doi.org/10.1145/3592813.3592917"},"language":"en","primary_location":{"id":"doi:10.1145/3592813.3592917","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3592813.3592917","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the XIX Brazilian Symposium on Information 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/A5076504564","display_name":"Lucas Pfeiffer Salom\ufffd\u00e3o Dias","orcid":"https://orcid.org/0000-0001-9560-0874"},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas Pfeiffer Salom\u00e3o Dias","raw_affiliation_strings":["Universidade do Vale do Rio dos Sinos, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-9560-0874","affiliations":[{"raw_affiliation_string":"Universidade do Vale do Rio dos Sinos, Brazil","institution_ids":["https://openalex.org/I61722147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014957021","display_name":"Henrique Damasceno Vianna","orcid":"https://orcid.org/0000-0002-4005-6098"},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Henrique Damasceno Vianna","raw_affiliation_strings":["Universidade do Vale do Rio dos Sinos, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-4005-6098","affiliations":[{"raw_affiliation_string":"Universidade do Vale do Rio dos Sinos, Brazil","institution_ids":["https://openalex.org/I61722147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085302905","display_name":"Wesllei Felipe Heckler","orcid":"https://orcid.org/0000-0002-2108-3752"},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Wesllei Heckler","raw_affiliation_strings":["Universidade do Vale do Rio dos Sinos, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-2108-3752","affiliations":[{"raw_affiliation_string":"Universidade do Vale do Rio dos Sinos, Brazil","institution_ids":["https://openalex.org/I61722147"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072791484","display_name":"Jorge Lu\u00eds Vict\u00f3ria Barbosa","orcid":"https://orcid.org/0000-0002-0358-2056"},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jorge Luis Vict\u00f3ria Barbosa","raw_affiliation_strings":["Universidade do Vale do Rio dos Sinos, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-0358-2056","affiliations":[{"raw_affiliation_string":"Universidade do Vale do Rio dos Sinos, Brazil","institution_ids":["https://openalex.org/I61722147"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I61722147"],"apc_list":null,"apc_paid":null,"fwci":0.6452,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.74181618,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"292","last_page":"299"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9962999820709229,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9962999820709229,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9850000143051147,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.7449958324432373},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6777017116546631},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.43500688672065735},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3947146534919739},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20441555976867676}],"concepts":[{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.7449958324432373},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6777017116546631},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.43500688672065735},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3947146534919739},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20441555976867676},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3592813.3592917","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3592813.3592917","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the XIX Brazilian Symposium on Information Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2261812172","https://openalex.org/W2396881363","https://openalex.org/W2799120028","https://openalex.org/W2799269043","https://openalex.org/W2884421049","https://openalex.org/W2898355549","https://openalex.org/W2954910114","https://openalex.org/W2980064365","https://openalex.org/W2984337279","https://openalex.org/W3031521878","https://openalex.org/W3081208675","https://openalex.org/W3127438747","https://openalex.org/W3128701031","https://openalex.org/W3164939021","https://openalex.org/W4210800464","https://openalex.org/W4249749961"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Context:":[0],"The":[1,105,122,139,153],"main":[2],"chronic":[3,9,29,42,66,101,221],"diseases":[4,30],"are":[5,16,31],"heart":[6],"disease,":[7],"cancers,":[8],"respiratory":[10],"diseases,":[11,222],"and":[12,14,36,75,126,133,174,201,217,230],"diabetes,":[13],"they":[15],"among":[17],"the":[18,61,113,148,165,178,189,194,204,210],"leading":[19],"causes":[20],"of":[21,115,118,141,151,220,242],"death":[22],"worldwide.":[23],"Problem:":[24],"Risk":[25],"factors":[26,63,99,219],"related":[27],"to":[28,93,130,146,160,187,213],"correlated":[32],"with":[33,65,71,97],"people\u2019s":[34],"lifestyles,":[35],"early":[37],"changes":[38],"can":[39,235],"prevent":[40],"many":[41],"disease":[43],"deaths.":[44],"Solution:":[45],"This":[46,68],"article":[47],"proposes":[48],"an":[49,243],"ontology":[50,69,123,212],"called":[51],"B-Track":[52,81,168,207],"Onto":[53,82,169,208],"that":[54,57,91],"classifies":[55],"behaviors":[56,95],"attenuate":[58],"or":[59],"worsen":[60],"risk":[62,98,218],"associated":[64,96],"diseases.":[67,102],"works":[70],"user":[72],"behavior":[73,216],"profiles":[74],"makes":[76],"recommendations":[77],"for":[78,88,100,197,227],"healthier":[79],"behaviors.":[80,232],"serves":[83],"as":[84,158,240],"a":[85,224,247],"knowledge":[86],"model":[87],"information":[89],"systems":[90],"aim":[92],"track":[94],"SI":[103],"Theory:":[104],"Behavioral":[106],"Decision":[107],"Theory":[108],"was":[109,156],"approached,":[110],"mainly":[111],"in":[112,177,203,246],"incorporation":[114],"real":[116],"patterns":[117],"decision":[119,248],"making.":[120],"Method:":[121],"has":[124],"axioms":[125],"semantic":[127],"rules":[128],"used":[129,157],"provide":[131],"queries":[132,186],"inferences":[134,145],"about":[135],"its":[136],"instantiated":[137],"base.":[138],"definition":[140],"seven":[142],"questions":[143],"allowed":[144],"evaluate":[147],"ontology.":[149],"Summary":[150],"Results:":[152],"MIMIC-III":[154],"dataset":[155],"base":[159],"import":[161],"21":[162],"patients":[163,173],"from":[164],"clinical":[166],"samples.":[167],"inferred":[170],"all":[171],"imported":[172],"categorized":[175],"them":[176],"expected":[179,195],"classes.":[180],"Besides,":[181],"this":[182],"work":[183],"executed":[184],"SPARQL":[185],"answer":[188],"competence":[190],"questions,":[191],"which":[192],"returned":[193],"results":[196,239],"each":[198],"question.":[199],"Contributions":[200],"Impact":[202],"IS":[205],"area:":[206],"is":[209],"first":[211],"correlate":[214],"human":[215],"being":[223],"potential":[225],"tool":[226],"classifying":[228],"preventive":[229],"non-preventive":[231],"A":[233],"specialist":[234],"use":[236],"these":[237],"classification":[238],"part":[241],"Information":[244],"System":[245],"support":[249],"platform.":[250]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}