{"id":"https://openalex.org/W2804410295","doi":"https://doi.org/10.1145/3164541.3164640","title":"KEM-DT","display_name":"KEM-DT","publication_year":2018,"publication_date":"2018-01-05","ids":{"openalex":"https://openalex.org/W2804410295","doi":"https://doi.org/10.1145/3164541.3164640","mag":"2804410295"},"language":"en","primary_location":{"id":"doi:10.1145/3164541.3164640","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3164541.3164640","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Conference on Ubiquitous Information Management and Communication","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/A5101953827","display_name":"Maqbool Ali","orcid":null},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Maqbool Ali","raw_affiliation_strings":["Dept. of Computer Science & Engineering, Kyung Hee University, Suwon, South Korea"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science & Engineering, Kyung Hee University, Suwon, South Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101882040","display_name":"Sungyoung Lee","orcid":"https://orcid.org/0000-0002-5962-1587"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungyoung Lee","raw_affiliation_strings":["Dept. of Computer Science & Engineering, Kyung Hee University, Suwon, South Korea"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science & Engineering, Kyung Hee University, Suwon, South Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069403329","display_name":"Byeong Ho Kang","orcid":"https://orcid.org/0000-0003-3476-8838"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Byeong Ho Kang","raw_affiliation_strings":["School of Engineering & ICT, University of Tasmania, Hobart, Australia"],"affiliations":[{"raw_affiliation_string":"School of Engineering & ICT, University of Tasmania, Hobart, Australia","institution_ids":["https://openalex.org/I129801699"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101953827"],"corresponding_institution_ids":["https://openalex.org/I35928602"],"apc_list":null,"apc_paid":null,"fwci":0.2019,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5188972,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9675999879837036,"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":0.7541630864143372},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.6397039890289307},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.5801064968109131},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5588252544403076},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5392062067985535},{"id":"https://openalex.org/keywords/credibility","display_name":"Credibility","score":0.5271320343017578},{"id":"https://openalex.org/keywords/knowledge-acquisition","display_name":"Knowledge acquisition","score":0.48951756954193115},{"id":"https://openalex.org/keywords/knowledge-based-systems","display_name":"Knowledge-based systems","score":0.48257938027381897},{"id":"https://openalex.org/keywords/knowledge-engineering","display_name":"Knowledge engineering","score":0.4613523483276367},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4607589840888977},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4510490298271179},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43887749314308167},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4124548137187958},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1069493293762207}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7541630864143372},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.6397039890289307},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.5801064968109131},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5588252544403076},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5392062067985535},{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.5271320343017578},{"id":"https://openalex.org/C2777220311","wikidata":"https://www.wikidata.org/wiki/Q6423340","display_name":"Knowledge acquisition","level":2,"score":0.48951756954193115},{"id":"https://openalex.org/C115925183","wikidata":"https://www.wikidata.org/wiki/Q1412694","display_name":"Knowledge-based systems","level":2,"score":0.48257938027381897},{"id":"https://openalex.org/C84685590","wikidata":"https://www.wikidata.org/wiki/Q1540472","display_name":"Knowledge engineering","level":2,"score":0.4613523483276367},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4607589840888977},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4510490298271179},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43887749314308167},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4124548137187958},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1069493293762207},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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":3,"locations":[{"id":"doi:10.1145/3164541.3164640","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3164541.3164640","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 12th International Conference on Ubiquitous Information Management and Communication","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.utas.edu.au:27208","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922975","display_name":"UTAS Research Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference Publication"},{"id":"pmh:oai:ecite.utas.edu.au:124505","is_oa":false,"landing_page_url":"http://ecite.utas.edu.au/124505","pdf_url":null,"source":{"id":"https://openalex.org/S4306401569","display_name":"eCite Digital Repository (University of Tasmania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I129801699","host_organization_name":"University of Tasmania","host_organization_lineage":["https://openalex.org/I129801699"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Refereed Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W128754594","https://openalex.org/W1242797828","https://openalex.org/W1565122383","https://openalex.org/W1570448133","https://openalex.org/W1781794689","https://openalex.org/W1919675552","https://openalex.org/W2117371518","https://openalex.org/W2132969067","https://openalex.org/W2185037809","https://openalex.org/W2220144588","https://openalex.org/W2554915206","https://openalex.org/W2569690883","https://openalex.org/W2595769759","https://openalex.org/W6605241255"],"related_works":["https://openalex.org/W2592721119","https://openalex.org/W2086580554","https://openalex.org/W2046128842","https://openalex.org/W2125479495","https://openalex.org/W129258864","https://openalex.org/W2170990285","https://openalex.org/W2312569620","https://openalex.org/W2109464269","https://openalex.org/W2479922357","https://openalex.org/W2019832437"],"abstract_inverted_index":{"In":[0,48],"artificial":[1],"intelligence,":[2],"knowledge":[3,32,66,78,119],"engineering":[4,79],"is":[5,39,135],"one":[6],"of":[7,87],"the":[8,20,49,126],"key":[9],"research":[10],"areas":[11],"in":[12,25,70,122],"which":[13,83],"knowledge-based":[14],"systems":[15],"are":[16,56],"developed":[17],"to":[18,41,65,109,124],"solve":[19],"real-world":[21],"problems":[22],"and":[23,97,102],"helps":[24],"decision":[26,36,89],"making.":[27],"For":[28],"constructing":[29],"a":[30,77,116,129],"rule-based":[31,118],"base,":[33],"normally":[34,57],"single":[35],"tree":[37],"classifier":[38],"used":[40],"produce":[42],"If-Then":[43],"rules":[44,55,95,100],"(i.e.":[45],"production":[46,94],"rules).":[47],"health-care":[50],"domain,":[51],"these":[52,72],"machine":[53],"generated":[54],"not":[58],"well":[59,114],"accepted":[60],"by":[61],"domain":[62],"experts":[63],"due":[64],"credibility":[67],"issues.":[68],"Keeping":[69],"view":[71],"facts,":[73],"this":[74],"paper":[75],"proposes":[76],"methodology":[80],"called":[81],"KEM-DT,":[82],"generates":[84],"classification":[85],"models":[86],"multiple":[88],"trees,":[90],"transforms":[91],"them":[92,108],"into":[93],"sets,":[96],"lastly,":[98],"after":[99],"verification":[101],"validation":[103],"from":[104],"an":[105,111],"expert,":[106],"integrates":[107],"construct":[110],"integrated":[112],"as":[113,115],"credible":[117],"base.":[120],"Finally,":[121],"order":[123],"realize":[125],"KEM-DT":[127],"methodology,":[128],"Data-Driven":[130],"Knowledge":[131],"Acquisition":[132],"Tool":[133],"(DDKAT)":[134],"developed.":[136]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2018-06-01T00:00:00"}