{"id":"https://openalex.org/W3169843457","doi":"https://doi.org/10.1145/3456887.3456907","title":"Thoughts on the Teaching and Methods of Agent-based Computational Economics","display_name":"Thoughts on the Teaching and Methods of Agent-based Computational Economics","publication_year":2021,"publication_date":"2021-05-25","ids":{"openalex":"https://openalex.org/W3169843457","doi":"https://doi.org/10.1145/3456887.3456907","mag":"3169843457"},"language":"en","primary_location":{"id":"doi:10.1145/3456887.3456907","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3456887.3456907","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 2nd International Conference on Computers, Information Processing and Advanced Education","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/A5059752663","display_name":"Rangjia Cai","orcid":null},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rangjia Cai","raw_affiliation_strings":["Northwest Minzu University, China"],"affiliations":[{"raw_affiliation_string":"Northwest Minzu University, China","institution_ids":["https://openalex.org/I145897649"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102338007","display_name":"Haiying Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiying Ma","raw_affiliation_strings":["Northwest Minzu University, China"],"affiliations":[{"raw_affiliation_string":"Northwest Minzu University, China","institution_ids":["https://openalex.org/I145897649"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5059752663"],"corresponding_institution_ids":["https://openalex.org/I145897649"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09496584,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":null,"first_page":"92","last_page":"98"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9930999875068665,"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"}},"topics":[{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9930999875068665,"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/computational-economics","display_name":"Computational economics","score":0.8515320420265198},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.7467939853668213},{"id":"https://openalex.org/keywords/complexity-economics","display_name":"Complexity economics","score":0.6867661476135254},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5965594053268433},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.5777468681335449},{"id":"https://openalex.org/keywords/applied-economics","display_name":"Applied economics","score":0.5475491285324097},{"id":"https://openalex.org/keywords/evolutionary-economics","display_name":"Evolutionary economics","score":0.502239465713501},{"id":"https://openalex.org/keywords/economic-model","display_name":"Economic model","score":0.501732587814331},{"id":"https://openalex.org/keywords/computational-model","display_name":"Computational model","score":0.48844972252845764},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47204339504241943},{"id":"https://openalex.org/keywords/macro","display_name":"Macro","score":0.4532240331172943},{"id":"https://openalex.org/keywords/position-paper","display_name":"Position paper","score":0.4214853048324585},{"id":"https://openalex.org/keywords/heterodox-economics","display_name":"Heterodox economics","score":0.419063001871109},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.4126073718070984},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.300899863243103},{"id":"https://openalex.org/keywords/neoclassical-economics","display_name":"Neoclassical economics","score":0.2891758382320404},{"id":"https://openalex.org/keywords/mainstream-economics","display_name":"Mainstream economics","score":0.2810187339782715},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25506994128227234},{"id":"https://openalex.org/keywords/macroeconomics","display_name":"Macroeconomics","score":0.16276851296424866}],"concepts":[{"id":"https://openalex.org/C2776142066","wikidata":"https://www.wikidata.org/wiki/Q3610415","display_name":"Computational economics","level":2,"score":0.8515320420265198},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.7467939853668213},{"id":"https://openalex.org/C24511565","wikidata":"https://www.wikidata.org/wiki/Q5156626","display_name":"Complexity economics","level":5,"score":0.6867661476135254},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5965594053268433},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.5777468681335449},{"id":"https://openalex.org/C149615983","wikidata":"https://www.wikidata.org/wiki/Q3296256","display_name":"Applied economics","level":2,"score":0.5475491285324097},{"id":"https://openalex.org/C154848440","wikidata":"https://www.wikidata.org/wiki/Q1382559","display_name":"Evolutionary economics","level":2,"score":0.502239465713501},{"id":"https://openalex.org/C119693030","wikidata":"https://www.wikidata.org/wiki/Q2180497","display_name":"Economic model","level":2,"score":0.501732587814331},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.48844972252845764},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47204339504241943},{"id":"https://openalex.org/C166955791","wikidata":"https://www.wikidata.org/wiki/Q629579","display_name":"Macro","level":2,"score":0.4532240331172943},{"id":"https://openalex.org/C78780964","wikidata":"https://www.wikidata.org/wiki/Q7233193","display_name":"Position paper","level":2,"score":0.4214853048324585},{"id":"https://openalex.org/C508532215","wikidata":"https://www.wikidata.org/wiki/Q1582475","display_name":"Heterodox economics","level":4,"score":0.419063001871109},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.4126073718070984},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.300899863243103},{"id":"https://openalex.org/C133425853","wikidata":"https://www.wikidata.org/wiki/Q60571","display_name":"Neoclassical economics","level":1,"score":0.2891758382320404},{"id":"https://openalex.org/C6358003","wikidata":"https://www.wikidata.org/wiki/Q73273","display_name":"Mainstream economics","level":3,"score":0.2810187339782715},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25506994128227234},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.16276851296424866},{"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/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3456887.3456907","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3456887.3456907","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 2nd International Conference on Computers, Information Processing and Advanced Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2040861019","https://openalex.org/W2053564429","https://openalex.org/W2055091851","https://openalex.org/W2056422518","https://openalex.org/W2056710875","https://openalex.org/W2078719994","https://openalex.org/W2161097656"],"related_works":["https://openalex.org/W2983040606","https://openalex.org/W2047253844","https://openalex.org/W2226972806","https://openalex.org/W4211194548","https://openalex.org/W3142614587","https://openalex.org/W4239347749","https://openalex.org/W2563488309","https://openalex.org/W1578858867","https://openalex.org/W204767425","https://openalex.org/W2604743198"],"abstract_inverted_index":{"Mathematical":[0],"economics":[1,49,68,104],"and":[2,19,27,50,57,91,112,114,135],"econometrics":[3],"are":[4],"extremely":[5],"important":[6],"branches":[7],"of":[8,38,46,53,62,85,88,98],"western":[9,17,28],"economics,":[10,18,40],"occupy":[11],"a":[12,70,86,132,137],"special":[13],"position":[14],"in":[15,74,136],"modern":[16],"have":[20],"made":[21],"outstanding":[22],"contributions":[23],"to":[24],"the":[25,35,43,51,60,96,122],"modernization":[26],"economics.":[29,75],"This":[30],"article":[31],"will":[32],"first":[33],"discuss":[34,42,59],"basic":[36],"content":[37],"computational":[39,48,67,71,103],"then":[41],"research":[44,72],"goals":[45],"subject-based":[47,54,63],"process":[52],"economic":[55,64,78,108,110,124,129],"modeling,":[56],"finally":[58],"application":[61],"models.":[65,101],"Subject-based":[66,102],"is":[69],"approach":[73],"It":[76],"transforms":[77],"models":[79],"into":[80,128],"an":[81],"evolutionary":[82],"system":[83],"composed":[84],"series":[87],"interacting":[89],"subjects,":[90],"conducts":[92],"simulation":[93,100],"experiments":[94],"through":[95],"establishment":[97],"intelligent":[99],"helps":[105],"us":[106],"understand":[107],"self-organization,":[109],"evolution,":[111],"macro":[113],"micro":[115],"relevance.":[116],"Research":[117],"shows":[118],"that":[119],"based":[120],"on":[121],"subject":[123],"model":[125],"can":[126],"insight":[127],"issues":[130],"at":[131],"deeper":[133],"level":[134],"wider":[138],"range.":[139]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}