{"id":"https://openalex.org/W4246720133","doi":"https://doi.org/10.1109/icact.2016.7423572","title":"Social simulation: The need of data-driven agent-based modelling approach","display_name":"Social simulation: The need of data-driven agent-based modelling approach","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W4246720133","doi":"https://doi.org/10.1109/icact.2016.7423572"},"language":"en","primary_location":{"id":"doi:10.1109/icact.2016.7423572","doi":"https://doi.org/10.1109/icact.2016.7423572","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icact.2016.7423572","pdf_url":null,"source":{"id":"https://openalex.org/S4210183850","display_name":"International Conference on Advanced Communication Technology","issn_l":"1738-9445","issn":["1738-9445"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["norway-1"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 18th International Conference on Advanced Communication Technology (ICACT)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5067608308","display_name":"Mazhar Sajjad","orcid":null,"observed_orcids":[]},"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"]},{"id":"https://openalex.org/I88761825","display_name":"Korea University of Science and Technology","ror":"https://ror.org/000qzf213","country_code":"KR","type":"education","lineage":["https://openalex.org/I88761825"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Mazhar Sajjad","raw_affiliation_strings":["Department of Computer Software, Korea University of Science and Technology (UST), Korea","Human Computing Research Lab, Electronics and Telecommunication Research Institute (ETRI) Korea, Daejeon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Software, Korea University of Science and Technology (UST), Korea","institution_ids":["https://openalex.org/I88761825"]},{"raw_affiliation_string":"Human Computing Research Lab, Electronics and Telecommunication Research Institute (ETRI) Korea, Daejeon, Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005447484","display_name":"Karandeep Singh","orcid":"https://orcid.org/0000-0001-8980-2330","observed_orcids":["https://orcid.org/0000-0001-8980-2330"]},"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"]},{"id":"https://openalex.org/I88761825","display_name":"Korea University of Science and Technology","ror":"https://ror.org/000qzf213","country_code":"KR","type":"education","lineage":["https://openalex.org/I88761825"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Karandeep Singh","raw_affiliation_strings":["Department of Computer Software, Korea University of Science and Technology (UST), Korea","Human Computing Research Lab, Electronics and Telecommunication Research Institute (ETRI) Korea, Daejeon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Software, Korea University of Science and Technology (UST), Korea","institution_ids":["https://openalex.org/I88761825"]},{"raw_affiliation_string":"Human Computing Research Lab, Electronics and Telecommunication Research Institute (ETRI) Korea, Daejeon, Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112397934","display_name":"Euihyun Paik","orcid":null,"observed_orcids":[]},"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":["Human Computing Research Lab, Electronics and Telecommunication Research Institute (ETRI) Korea, Daejeon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Human Computing Research Lab, Electronics and Telecommunication Research Institute (ETRI) Korea, Daejeon, Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103621876","display_name":"Chang-Won Ahn","orcid":null,"observed_orcids":[]},"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"]},{"id":"https://openalex.org/I88761825","display_name":"Korea University of Science and Technology","ror":"https://ror.org/000qzf213","country_code":"KR","type":"education","lineage":["https://openalex.org/I88761825"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chang-Won Ahn","raw_affiliation_strings":["Department of Computer Software, Korea University of Science and Technology (UST), Korea","Human Computing Research Lab, Electronics and Telecommunication Research Institute (ETRI) Korea, Daejeon, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Software, Korea University of Science and Technology (UST), Korea","institution_ids":["https://openalex.org/I88761825"]},{"raw_affiliation_string":"Human Computing Research Lab, Electronics and Telecommunication Research Institute (ETRI) Korea, Daejeon, Korea","institution_ids":["https://openalex.org/I142401562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.35373968,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"10","issue":null,"first_page":"818","last_page":"821"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.5806000232696533,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.5806000232696533,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.2232999950647354,"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/T14509","display_name":"demographic modeling and climate adaptation","score":0.18979999423027039,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/agent-based-modeling","display_name":"agent-based modeling","score":0.9020000100135803},{"id":"https://openalex.org/keywords/social-simulation","display_name":"social simulation","score":0.9459999799728394},{"id":"https://openalex.org/keywords/microsimulation","display_name":"microsimulation","score":0.8029999732971191},{"id":"https://openalex.org/keywords/demographic-transition","display_name":"demographic transition","score":0.7699999809265137},{"id":"https://openalex.org/keywords/age-at-first-birth","display_name":"age at first birth","score":0.9210000038146973},{"id":"https://openalex.org/keywords/model-validation","display_name":"model validation","score":0.625},{"id":"https://openalex.org/keywords/computational-framework","display_name":"computational framework","score":0.800000011920929}],"concepts":[{"id":"https://openalex.org/C202785102","wikidata":"https://www.wikidata.org/wiki/Q3500657","display_name":"Social simulation","level":2,"score":0.8288590312004089},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.7477350234985352},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7352113127708435},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7105376720428467},{"id":"https://openalex.org/C2780015235","wikidata":"https://www.wikidata.org/wiki/Q1934035","display_name":"Microsimulation","level":2,"score":0.5191554427146912},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5183287858963013},{"id":"https://openalex.org/C108215451","wikidata":"https://www.wikidata.org/wiki/Q7263963","display_name":"Simulation modeling","level":2,"score":0.497592955827713},{"id":"https://openalex.org/C2780873155","wikidata":"https://www.wikidata.org/wiki/Q392811","display_name":"Agent-based model","level":2,"score":0.48600754141807556},{"id":"https://openalex.org/C82267250","wikidata":"https://www.wikidata.org/wiki/Q4692055","display_name":"Agent-based social simulation","level":3,"score":0.4830954074859619},{"id":"https://openalex.org/C167221231","wikidata":"https://www.wikidata.org/wiki/Q672307","display_name":"NetLogo","level":2,"score":0.4792866110801697},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47913357615470886},{"id":"https://openalex.org/C167343916","wikidata":"https://www.wikidata.org/wiki/Q6888384","display_name":"Modeling and simulation","level":2,"score":0.4737566113471985},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4343966245651245},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.37832382321357727},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3401683270931244},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.3345877528190613},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.33306097984313965},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.24172616004943848},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2101842164993286},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14100289344787598},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.09154689311981201},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icact.2016.7423572","doi":"https://doi.org/10.1109/icact.2016.7423572","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icact.2016.7423572","pdf_url":null,"source":{"id":"https://openalex.org/S4210183850","display_name":"International Conference on Advanced Communication Technology","issn_l":"1738-9445","issn":["1738-9445"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["norway-1"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 18th International Conference on Advanced Communication Technology (ICACT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.4399999976158142}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W200920651","https://openalex.org/W1483019891","https://openalex.org/W1516607045","https://openalex.org/W1546467406","https://openalex.org/W1568369874","https://openalex.org/W1755969093","https://openalex.org/W1802656303","https://openalex.org/W2044384683","https://openalex.org/W2155272711","https://openalex.org/W2991339062","https://openalex.org/W3140951851","https://openalex.org/W4231621147"],"related_works":["https://openalex.org/W2331744877","https://openalex.org/W2761463591","https://openalex.org/W2979473663","https://openalex.org/W2977923173","https://openalex.org/W7100099296","https://openalex.org/W162737023","https://openalex.org/W7002148699","https://openalex.org/W2394716204","https://openalex.org/W1605637291","https://openalex.org/W2809739487"],"abstract_inverted_index":{"Agent-based":[0],"modeling":[1,49,71],"and":[2,9,70,73],"simulation":[3,23,69,164],"(ABMS)":[4],"has":[5],"attracted":[6],"social":[7,15,54,64,91],"scientists":[8],"demographers":[10],"in":[11,87,125],"the":[12,62,81,88,126,131,158,162],"field":[13],"of":[14,21,35,84,90,128,134],"simulation.":[16,92,107],"Due":[17],"to":[18,51,102,142,156],"large":[19],"number":[20],"computer":[22],"technologies,":[24],"ABMS":[25,33],"approaches":[26],"have":[27],"been":[28],"proposed":[29],"with":[30,39,116,122],"majority":[31],"applications.":[32],"composed":[34],"heterogeneous":[36],"interacting":[37],"agents,":[38],"several":[40],"features":[41],"which":[42],"turn":[43],"them":[44],"into":[45,105,161,168],"a":[46],"significantly":[47],"attractive":[48],"approach":[50,96,160],"simulate":[52],"complex":[53],"systems.":[55],"In":[56],"this":[57,144],"paper,":[58],"first":[59,135],"we":[60,112],"explore":[61],"underlying":[63],"theories":[65],"for":[66],"ABMS,":[67],"its":[68],"techniques,":[72],"computational":[74],"frameworks.":[75],"Second,":[76],"our":[77,110,114,151],"paper":[78,152],"concentrate":[79],"on":[80],"potential":[82],"need":[83],"ABM":[85,95,140,169],"techniques":[86],"context":[89],"An":[93],"alternative":[94],"that":[97],"is":[98,101,153],"getting":[99],"popularity":[100],"inject":[103],"data":[104,167],"agent-based":[106,163],"To":[108],"validate":[109],"model,":[111],"compare":[113],"results":[115,119,124],"actual-data.":[117],"Our":[118,137],"closely":[120],"matched":[121],"actual-data":[123],"case":[127],"mean-age":[129],"at":[130],"demographic":[132],"transition":[133],"childbirth.":[136],"work":[138],"encourage":[139],"modelers":[141],"promote":[143],"trend":[145],"while":[146],"designing":[147],"their":[148],"models.":[149],"Further,":[150],"an":[154],"attempt":[155],"merge":[157],"microsimulation":[159],"through":[165],"injecting":[166],"approach.":[170]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-06T10:28:23.643775","created_date":"2022-05-12T00:00:00"}