{"id":"https://openalex.org/W3016584473","doi":"https://doi.org/10.1109/icaiic48513.2020.9065244","title":"Personality Classification by Applying k-Means Clustering","display_name":"Personality Classification by Applying k-Means Clustering","publication_year":2020,"publication_date":"2020-02-01","ids":{"openalex":"https://openalex.org/W3016584473","doi":"https://doi.org/10.1109/icaiic48513.2020.9065244","mag":"3016584473"},"language":"en","primary_location":{"id":"doi:10.1109/icaiic48513.2020.9065244","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic48513.2020.9065244","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","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/A5015646076","display_name":"Assem Talasbek","orcid":"https://orcid.org/0000-0002-0944-1772"},"institutions":[{"id":"https://openalex.org/I4210120897","display_name":"Suleyman Demirel University","ror":"https://ror.org/02s8x5a25","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210120897"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Assem Talasbek","raw_affiliation_strings":["Computer Science Department, Suleyman Demirel University, Kaskelen, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Suleyman Demirel University, Kaskelen, Kazakhstan","institution_ids":["https://openalex.org/I4210120897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034630008","display_name":"Azamat Serek","orcid":"https://orcid.org/0000-0001-7096-6765"},"institutions":[{"id":"https://openalex.org/I4210120897","display_name":"Suleyman Demirel University","ror":"https://ror.org/02s8x5a25","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210120897"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Azamat Serek","raw_affiliation_strings":["Computer Science Department, Suleyman Demirel University, Kaskelen, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Suleyman Demirel University, Kaskelen, Kazakhstan","institution_ids":["https://openalex.org/I4210120897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055057592","display_name":"Meirambek Zhaparov","orcid":"https://orcid.org/0000-0002-2286-792X"},"institutions":[{"id":"https://openalex.org/I186365177","display_name":"Institute of Technology of Cambodia","ror":"https://ror.org/054z67s11","country_code":"KH","type":"education","lineage":["https://openalex.org/I186365177"]},{"id":"https://openalex.org/I4210114414","display_name":"Phnom Penh International University","ror":"https://ror.org/0285m7689","country_code":"KH","type":"education","lineage":["https://openalex.org/I4210114414"]}],"countries":["KH"],"is_corresponding":false,"raw_author_name":"Meirambek Zhaparov","raw_affiliation_strings":["Information and Computer Technologies, Paragon International University, Phnom Penh, Cambodia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Computer Technologies, Paragon International University, Phnom Penh, Cambodia","institution_ids":["https://openalex.org/I4210114414","https://openalex.org/I186365177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029050875","display_name":"Seong-Moo Yoo","orcid":"https://orcid.org/0000-0002-2701-917X"},"institutions":[{"id":"https://openalex.org/I82495205","display_name":"University of Alabama in Huntsville","ror":"https://ror.org/02zsxwr40","country_code":"US","type":"education","lineage":["https://openalex.org/I82495205"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Seong-Moo Yoo","raw_affiliation_strings":["Electrical & Computer Engineering, University of Alabama in Huntsville, Huntsville, AL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical & Computer Engineering, University of Alabama in Huntsville, Huntsville, AL, USA","institution_ids":["https://openalex.org/I82495205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112669979","display_name":"Yong-Kab Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I77079311","display_name":"Wonkwang University","ror":"https://ror.org/006776986","country_code":"KR","type":"education","lineage":["https://openalex.org/I77079311"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yong-Kab Kim","raw_affiliation_strings":["Electrical Information, Communication Engineering, Wonkwang University, Iksan, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Information, Communication Engineering, Wonkwang University, Iksan, Korea","institution_ids":["https://openalex.org/I77079311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033498654","display_name":"Geun-Ho Jeong","orcid":null},"institutions":[{"id":"https://openalex.org/I77079311","display_name":"Wonkwang University","ror":"https://ror.org/006776986","country_code":"KR","type":"education","lineage":["https://openalex.org/I77079311"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Geun-Ho Jeong","raw_affiliation_strings":["Electrical Information, Communication Engineering, Wonkwang University, Iksan, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Information, Communication Engineering, Wonkwang University, Iksan, Korea","institution_ids":["https://openalex.org/I77079311"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7162,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.81230265,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"24","issue":null,"first_page":"421","last_page":"426"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11040","display_name":"Personality Traits and Psychology","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11040","display_name":"Personality Traits and Psychology","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T11093","display_name":"Personality Disorders and Psychopathology","score":0.95169997215271,"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/personality","display_name":"Personality","score":0.726540207862854},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7062889337539673},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6338840126991272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6285069584846497},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5024995803833008},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.26227647066116333},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.13642850518226624}],"concepts":[{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.726540207862854},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7062889337539673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6338840126991272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6285069584846497},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5024995803833008},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.26227647066116333},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.13642850518226624}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaiic48513.2020.9065244","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic48513.2020.9065244","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W187208967","https://openalex.org/W345718858","https://openalex.org/W634405234","https://openalex.org/W643150573","https://openalex.org/W1828617262","https://openalex.org/W1943383135","https://openalex.org/W1966315377","https://openalex.org/W1966607794","https://openalex.org/W1966910727","https://openalex.org/W1985258161","https://openalex.org/W1985817608","https://openalex.org/W2001619934","https://openalex.org/W2014175876","https://openalex.org/W2017460151","https://openalex.org/W2019369115","https://openalex.org/W2021369030","https://openalex.org/W2037243553","https://openalex.org/W2046473551","https://openalex.org/W2054737930","https://openalex.org/W2076487748","https://openalex.org/W2079244501","https://openalex.org/W2079506198","https://openalex.org/W2085869407","https://openalex.org/W2088724107","https://openalex.org/W2102119439","https://openalex.org/W2119436991","https://openalex.org/W2127028413","https://openalex.org/W2135395088","https://openalex.org/W2162090451","https://openalex.org/W2171209182","https://openalex.org/W2171361820","https://openalex.org/W2339881364","https://openalex.org/W2515253670","https://openalex.org/W2887751099","https://openalex.org/W2973258416","https://openalex.org/W4233783402","https://openalex.org/W4238530616","https://openalex.org/W4252674617","https://openalex.org/W6607566778","https://openalex.org/W6611681715","https://openalex.org/W6641668331"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"personality":[3,20,46,92],"classification":[4],"by":[5,26],"applying":[6],"k-means":[7,58],"clustering":[8],"machine":[9,29],"learning":[10,30,71],"algorithm.":[11],"Several":[12],"previous":[13],"studies":[14],"have":[15,37],"been":[16],"attempted":[17],"to":[18,100],"predict":[19],"type":[21],"of":[22,35],"human":[23],"beings":[24],"automatically":[25],"using":[27],"various":[28],"algorithms.":[31],"However,":[32],"only":[33],"few":[34],"them":[36],"obtained":[38],"good":[39,67],"accuracy":[40],"results.":[41],"To":[42],"classify":[43],"person":[44],"into":[45,84],"types":[47],"Jungian":[48],"Type":[49],"Inventory":[50],"was":[51],"used.":[52],"Our":[53],"testing":[54],"results":[55],"showed":[56],"that":[57],"model":[59,72],"has":[60],"107":[61],"inertia":[62],"value,":[63],"which":[64,87],"is":[65],"a":[66],"number":[68],"for":[69],"unsupervised":[70],"as":[73,91],"an":[74],"interim":[75],"result.":[76],"As":[77],"the":[78,82],"result,":[79],"we":[80],"divided":[81],"data":[83],"16":[85],"clusters,":[86],"can":[88],"be":[89],"considered":[90],"types.":[93],"We":[94],"continue":[95],"this":[96],"research":[97],"with":[98],"trying":[99],"collect":[101],"large":[102],"data.":[103]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}