{"id":"https://openalex.org/W2900646505","doi":"https://doi.org/10.1109/ictc.2018.8539712","title":"Objectivity based Self-Evolving Agent Model Validation for Social Issue Simulation","display_name":"Objectivity based Self-Evolving Agent Model Validation for Social Issue Simulation","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2900646505","doi":"https://doi.org/10.1109/ictc.2018.8539712","mag":"2900646505"},"language":"en","primary_location":{"id":"doi:10.1109/ictc.2018.8539712","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc.2018.8539712","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Information and Communication Technology Convergence (ICTC)","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/A5102005009","display_name":"Joonyoung Jung","orcid":"https://orcid.org/0000-0001-6964-4005"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Joonyoung Jung","raw_affiliation_strings":["Smat Data Research Group, Electronics and Telecommunications Research Institute, Deajeon, Korea"],"affiliations":[{"raw_affiliation_string":"Smat Data Research Group, Electronics and Telecommunications Research Institute, Deajeon, Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091207421","display_name":"Jang Won Bae","orcid":"https://orcid.org/0000-0002-4681-5059"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jang Won Bae","raw_affiliation_strings":["Smat Data Research Group, Electronics and Telecommunications Research Institute, Deajeon, Korea"],"affiliations":[{"raw_affiliation_string":"Smat Data Research Group, Electronics and Telecommunications Research Institute, Deajeon, Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023184297","display_name":"Chunhee Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chunhee Lee","raw_affiliation_strings":["Smat Data Research Group, Electronics and Telecommunications Research Institute, Deajeon, Korea"],"affiliations":[{"raw_affiliation_string":"Smat Data Research Group, Electronics and Telecommunications Research Institute, Deajeon, Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101758821","display_name":"Dong\u2010oh Kang","orcid":"https://orcid.org/0000-0002-1308-0172"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dong-oh Kang","raw_affiliation_strings":["Smat Data Research Group, Electronics and Telecommunications Research Institute, Deajeon, Korea"],"affiliations":[{"raw_affiliation_string":"Smat Data Research Group, Electronics and Telecommunications Research Institute, Deajeon, Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112397934","display_name":"Euihyun Paik","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Euihyun Paik","raw_affiliation_strings":["Smat Data Research Group, Electronics and Telecommunications Research Institute, Deajeon, Korea"],"affiliations":[{"raw_affiliation_string":"Smat Data Research Group, Electronics and Telecommunications Research Institute, Deajeon, Korea","institution_ids":["https://openalex.org/I142401562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102005009"],"corresponding_institution_ids":["https://openalex.org/I142401562"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.16364133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1417","last_page":"1419"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.892799973487854,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.892799973487854,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10632","display_name":"Housing Market and Economics","score":0.8400999903678894,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.8267999887466431,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.6581907272338867},{"id":"https://openalex.org/keywords/objectivity","display_name":"Objectivity (philosophy)","score":0.6373544335365295},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6342504620552063},{"id":"https://openalex.org/keywords/mean-absolute-percentage-error","display_name":"Mean absolute percentage error","score":0.569790244102478},{"id":"https://openalex.org/keywords/statistic","display_name":"Statistic","score":0.500612735748291},{"id":"https://openalex.org/keywords/correlation-coefficient","display_name":"Correlation coefficient","score":0.4832664132118225},{"id":"https://openalex.org/keywords/cohens-kappa","display_name":"Cohen's kappa","score":0.41588079929351807},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3399971127510071},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3386561870574951},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.335387647151947},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2968584895133972},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19847968220710754},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19503054022789001}],"concepts":[{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6581907272338867},{"id":"https://openalex.org/C2482559","wikidata":"https://www.wikidata.org/wiki/Q206330","display_name":"Objectivity (philosophy)","level":2,"score":0.6373544335365295},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6342504620552063},{"id":"https://openalex.org/C150217764","wikidata":"https://www.wikidata.org/wiki/Q6803607","display_name":"Mean absolute percentage error","level":3,"score":0.569790244102478},{"id":"https://openalex.org/C89128539","wikidata":"https://www.wikidata.org/wiki/Q1949963","display_name":"Statistic","level":2,"score":0.500612735748291},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.4832664132118225},{"id":"https://openalex.org/C163864269","wikidata":"https://www.wikidata.org/wiki/Q1107106","display_name":"Cohen's kappa","level":2,"score":0.41588079929351807},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3399971127510071},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3386561870574951},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.335387647151947},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2968584895133972},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19847968220710754},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19503054022789001},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc.2018.8539712","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc.2018.8539712","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1802656303","https://openalex.org/W2102412259","https://openalex.org/W3013855481","https://openalex.org/W6775850028"],"related_works":["https://openalex.org/W2106696580","https://openalex.org/W2350160090","https://openalex.org/W2380591200","https://openalex.org/W2026722414","https://openalex.org/W4292200336","https://openalex.org/W102095479","https://openalex.org/W2297943152","https://openalex.org/W2386664517","https://openalex.org/W2531301769","https://openalex.org/W2319926779"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"objectivity":[3,75],"based":[4,178],"self-evolving":[5,16,42,53,176],"agent":[6,19,58,177],"model":[7,59,179],"validation":[8,55],"is":[9,27,35,49,60,76,95,103],"presented":[10],"for":[11,31,70,152,181],"house":[12,182],"market":[13,183],"simulation.":[14],"The":[15,116,146],"simulation":[17,48,85,102,126,150,184],"updates":[18],"models":[20],"using":[21,51],"verification":[22,29,123],"data.":[23,115],"However,":[24],"because":[25],"there":[26],"no":[28],"data":[30,124],"the":[32,39,57,71,80,84,89,98,101,112,122,131,149,153],"future,":[33],"it":[34,94,106],"difficult":[36],"to":[37,65,111,188],"predict":[38],"future":[40],"with":[41,88],"module":[43],"accurately.":[44],"Therefore,":[45,175],"even":[46],"if":[47,105],"performed":[50],"a":[52,108],"mechanism,":[54],"of":[56,74,82,100,144,148,168],"still":[61],"important":[62],"in":[63,79],"order":[64],"obtain":[66],"correct":[67],"prediction":[68,86],"results":[69,127,151],"future.":[72],"Verification":[73],"carried":[77],"out":[78],"procedure":[81],"comparing":[83],"value":[87],"past":[90,113],"actual":[91,114],"data,":[92],"and":[93,119,125,142,157,163,166,172],"judged":[96],"that":[97],"result":[99],"valid":[104],"shows":[107],"form":[109],"similar":[110],"error":[117,135,140],"rate":[118],"correlation":[120],"between":[121],"are":[128,160,170],"calculated":[129],"through":[130],"root":[132],"mean":[133,137],"square":[134],"(RMSE),":[136],"absolute":[138],"percentage":[139],"(MAPE),":[141],"coefficient":[143,167],"determination.":[145],"accuracy":[147],"apartment":[154],"price":[155],"index":[156,159],"2-year-lease":[158],"approximately":[161],"95%":[162],"89%,":[164],"respectively,":[165],"determination":[169],"0.507":[171],"0.753,":[173],"respectively.":[174],"designed":[180],"can":[185],"be":[186],"said":[187],"have":[189],"objectivity.":[190]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-04T08:04:53.788161","created_date":"2025-10-10T00:00:00"}
