{"id":"https://openalex.org/W4381390010","doi":"https://doi.org/10.1145/3587828.3587840","title":"An Ontology-based Modeling for Classifying Risk of Suicidal Behavior","display_name":"An Ontology-based Modeling for Classifying Risk of Suicidal Behavior","publication_year":2023,"publication_date":"2023-02-23","ids":{"openalex":"https://openalex.org/W4381390010","doi":"https://doi.org/10.1145/3587828.3587840"},"language":"en","primary_location":{"id":"doi:10.1145/3587828.3587840","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1145/3587828.3587840","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 12th International Conference on Software and Computer Applications","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/A5040947533","display_name":"Noratikah Nordin","orcid":"https://orcid.org/0000-0001-9259-4309"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Noratikah Nordin","raw_affiliation_strings":["School of Computer Sciences, Universiti Sains Malaysia, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Computer Sciences, Universiti Sains Malaysia, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054313742","display_name":"Zurinahni Zainol","orcid":"https://orcid.org/0000-0001-8908-5263"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Zurinahni Zainol","raw_affiliation_strings":["School of Computer Sciences, Universiti Sains Malaysia, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Computer Sciences, Universiti Sains Malaysia, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085944663","display_name":"Mohd Halim Mohd Noor","orcid":"https://orcid.org/0000-0002-3300-3270"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohd Halim Mohd Noor","raw_affiliation_strings":["School of Computer Sciences, Universiti Sains Malaysia, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Computer Sciences, Universiti Sains Malaysia, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073681027","display_name":"Lai Fong Chan","orcid":"https://orcid.org/0000-0003-0958-6178"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Lai Fong Chan","raw_affiliation_strings":["Department of Psychiatry, Faculty of Medicine, National University of Malaysia, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Faculty of Medicine, National University of Malaysia, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040947533"],"corresponding_institution_ids":["https://openalex.org/I139322472"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0888955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"71","last_page":"76"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9466000199317932,"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/T10376","display_name":"Suicide and Self-Harm Studies","score":0.9455999732017517,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.8557562828063965},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7313026189804077},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.5225498080253601},{"id":"https://openalex.org/keywords/web-ontology-language","display_name":"Web Ontology Language","score":0.5203120708465576},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.4994196891784668},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4931280314922333},{"id":"https://openalex.org/keywords/upper-ontology","display_name":"Upper ontology","score":0.4721510410308838},{"id":"https://openalex.org/keywords/ontology-based-data-integration","display_name":"Ontology-based data integration","score":0.4410569369792938},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.4374566674232483},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.4301048219203949},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.41640329360961914},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.40090352296829224},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.39755120873451233},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.38874584436416626},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3495860695838928},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3437936305999756}],"concepts":[{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.8557562828063965},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7313026189804077},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.5225498080253601},{"id":"https://openalex.org/C101230327","wikidata":"https://www.wikidata.org/wiki/Q826165","display_name":"Web Ontology Language","level":3,"score":0.5203120708465576},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.4994196891784668},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4931280314922333},{"id":"https://openalex.org/C78726541","wikidata":"https://www.wikidata.org/wiki/Q3882785","display_name":"Upper ontology","level":3,"score":0.4721510410308838},{"id":"https://openalex.org/C22550185","wikidata":"https://www.wikidata.org/wiki/Q7095047","display_name":"Ontology-based data integration","level":3,"score":0.4410569369792938},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.4374566674232483},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.4301048219203949},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.41640329360961914},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.40090352296829224},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.39755120873451233},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.38874584436416626},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3495860695838928},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3437936305999756},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3587828.3587840","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1145/3587828.3587840","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 12th International Conference on Software and Computer Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1998605848","https://openalex.org/W2003319464","https://openalex.org/W2133109597","https://openalex.org/W2491185291","https://openalex.org/W2554980225","https://openalex.org/W2739285693","https://openalex.org/W2783511312","https://openalex.org/W2901256551","https://openalex.org/W2901460192","https://openalex.org/W2909707045","https://openalex.org/W2913968412","https://openalex.org/W2972459357","https://openalex.org/W2981875455","https://openalex.org/W3004612364","https://openalex.org/W3139301569","https://openalex.org/W3190368020","https://openalex.org/W4211014715","https://openalex.org/W4294833176"],"related_works":["https://openalex.org/W2732632690","https://openalex.org/W269285493","https://openalex.org/W2066689607","https://openalex.org/W26549824","https://openalex.org/W1506177826","https://openalex.org/W2375862234","https://openalex.org/W2159818280","https://openalex.org/W2150375996","https://openalex.org/W2464347310","https://openalex.org/W2013218444"],"abstract_inverted_index":{"Classifying":[0],"an":[1,62,67],"individual":[2,68],"with":[3,69],"suicidal":[4,49,72],"behavior":[5,50,73],"is":[6,56,83,125],"a":[7,92,118,136],"complex":[8,37],"problem.":[9],"A":[10],"clinical":[11,76],"decision":[12,77],"support":[13,78],"system":[14],"(CDSS)":[15],"helps":[16],"medical":[17,33,129],"experts":[18],"in":[19,26,135,151],"their":[20],"daily":[21],"work":[22],"and":[23,35,43,90,98,105,123,133,156,161],"supports":[24],"them":[25],"effective":[27,75],"decision-making.":[28],"The":[29,80,107,144],"huge":[30],"amount":[31],"of":[32,46,54,71,146,153],"information":[34],"the":[36,40,44,52,87,111,147],"correlation":[38],"between":[39],"risk":[41,47,103],"factors":[42],"level":[45],"for":[48,74,101,121],"makes":[51],"representation":[53],"data":[55],"challenging.":[57],"Therefore,":[58],"this":[59],"paper":[60],"proposes":[61],"ontology-based":[63],"modeling":[64],"to":[65,85,95,127],"classify":[66],"at-risk":[70],"system.":[79],"case":[81],"study":[82],"conducted":[84],"evaluate":[86],"ontology":[88,112,149],"model":[89,113,150],"provides":[91],"general":[93],"approach":[94],"knowledge":[96,100,119],"sharing":[97],"reusing":[99],"suicide":[102],"prevention":[104],"management.":[106],"finding":[108],"shows":[109],"that":[110],"can":[114],"be":[115],"used":[116],"as":[117],"base":[120],"classification,":[122],"it":[124],"suitable":[126],"capture":[128],"knowledge,":[130],"detailed":[131],"concepts,":[132],"relationships":[134],"formal":[137],"way":[138],"using":[139],"Web":[140],"Ontology":[141],"Language":[142],"(OWL).":[143],"results":[145],"proposed":[148],"terms":[152],"accuracy,":[154],"specificity,":[155],"sensitivity":[157],"are":[158],"83%,":[159],"84%,":[160],"82%":[162],"respectively.":[163]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}