{"id":"https://openalex.org/W2752861116","doi":"https://doi.org/10.1109/ifsa-scis.2017.8023303","title":"Reproducible large-scale social simulations on various computing environment","display_name":"Reproducible large-scale social simulations on various computing environment","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2752861116","doi":"https://doi.org/10.1109/ifsa-scis.2017.8023303","mag":"2752861116"},"language":"en","primary_location":{"id":"doi:10.1109/ifsa-scis.2017.8023303","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ifsa-scis.2017.8023303","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems (IFSA-SCIS)","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/A5078113220","display_name":"Takuya Harada","orcid":"https://orcid.org/0000-0003-1021-1111"},"institutions":[{"id":"https://openalex.org/I56624758","display_name":"Kansai University","ror":"https://ror.org/03xg1f311","country_code":"JP","type":"education","lineage":["https://openalex.org/I56624758"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takuya Harada","raw_affiliation_strings":["Department of Informatics, Graduate School of Kansai University, Takatsuki, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, Graduate School of Kansai University, Takatsuki, Osaka, Japan","institution_ids":["https://openalex.org/I56624758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042052942","display_name":"Tadahiko Muarata","orcid":null},"institutions":[{"id":"https://openalex.org/I56624758","display_name":"Kansai University","ror":"https://ror.org/03xg1f311","country_code":"JP","type":"education","lineage":["https://openalex.org/I56624758"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tadahiko Muarata","raw_affiliation_strings":["Department of Informatics, Kansai University, Takatsuki, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, Kansai University, Takatsuki, Osaka, Japan","institution_ids":["https://openalex.org/I56624758"]}]}],"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":0,"citation_normalized_percentile":{"value":0.12033101,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11986","display_name":"Scientific Computing and Data Management","score":0.980400025844574,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9642999768257141,"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/computer-science","display_name":"Computer science","score":0.7142809629440308},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5649464726448059},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.3352069854736328},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.32531893253326416}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7142809629440308},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5649464726448059},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.3352069854736328},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.32531893253326416},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ifsa-scis.2017.8023303","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ifsa-scis.2017.8023303","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems (IFSA-SCIS)","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":22,"referenced_works":["https://openalex.org/W1539628942","https://openalex.org/W1543468512","https://openalex.org/W1549945956","https://openalex.org/W1826627692","https://openalex.org/W1903573237","https://openalex.org/W1963898916","https://openalex.org/W2009957803","https://openalex.org/W2021198656","https://openalex.org/W2042210426","https://openalex.org/W2069000895","https://openalex.org/W2091653681","https://openalex.org/W2096281825","https://openalex.org/W2102360367","https://openalex.org/W2143964357","https://openalex.org/W2763534418","https://openalex.org/W2962841716","https://openalex.org/W3098542421","https://openalex.org/W3100643943","https://openalex.org/W3162784255","https://openalex.org/W6632449325","https://openalex.org/W6638874394","https://openalex.org/W7010336204"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"In":[0,105],"this":[1,106],"paper,":[2],"we":[3,28,108,175,184],"propose":[4,117],"parallel":[5],"computing":[6,15,30,58,80,111,157,166],"techniques":[7],"for":[8,32],"reproducible":[9,122],"large-scale":[10,33,177],"social":[11,34,123,178],"simulations":[12,124],"on":[13,112,125,170,180],"various":[14],"environments":[16],"including":[17],"CPU":[18,113,126,171,181],"(Central":[19],"Processing":[20,25],"Unit)":[21],"or":[22,114,127,172,182],"GPU":[23],"(Graphic":[24],"Unit).":[26],"When":[27,75,174],"use":[29],"resources":[31,59,81],"simulations,":[35],"the":[36,46,56,64,71,78,90,101,164,187],"reproducibility":[37,153],"of":[38,49,142],"a":[39,50,143,190],"simulation":[40,51,73,145,179,188],"should":[41],"be":[42,53,151],"considered.":[43],"\u201cReproducibility\u201d":[44],"means":[45],"same":[47,57,72,79,91,165],"trial":[48,92],"can":[52,150,185],"repeated.":[54],"If":[55],"are":[60,82,168],"available":[61],"to":[62,69,88,120,131,139],"repeat":[63],"trial,":[65],"it":[66,85],"is":[67,130,138],"easy":[68],"reproduce":[70],"results.":[74],"not":[76],"all":[77],"available,":[83],"however,":[84],"becomes":[86],"difficult":[87],"obtain":[89],"since":[93],"random":[94],"number":[95],"generators":[96],"may":[97],"become":[98],"different":[99,156],"from":[100],"original":[102],"computation":[103],"resources.":[104,158],"study,":[107],"employ":[109],"multi-thread":[110],"GPU.":[115,128,173],"We":[116],"two":[118],"models":[119,149],"run":[121],"One":[129],"parallelize":[132,140,176],"trials":[133],"(Trial":[134],"Parallelization).":[135,147],"The":[136],"other":[137],"agents":[141],"single":[144],"(Agent":[146],"These":[148],"ensured":[152],"even":[154],"in":[155],"Our":[159],"experimental":[160],"results":[161],"show":[162],"that":[163],"processes":[167],"obtained":[169],"GPU,":[183],"accelerate":[186],"as":[189],"secondary":[191],"effect.":[192]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}