{"id":"https://openalex.org/W2773773304","doi":"https://doi.org/10.1145/3289229","title":"Towards Data-Driven Simulation Modeling for Mobile Agent-Based Systems","display_name":"Towards Data-Driven Simulation Modeling for Mobile Agent-Based Systems","publication_year":2019,"publication_date":"2019-01-31","ids":{"openalex":"https://openalex.org/W2773773304","doi":"https://doi.org/10.1145/3289229","mag":"2773773304"},"language":"en","primary_location":{"id":"doi:10.1145/3289229","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3289229","pdf_url":null,"source":{"id":"https://openalex.org/S38703467","display_name":"ACM Transactions on Modeling and Computer Simulation","issn_l":"1049-3301","issn":["1049-3301","1558-1195"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Modeling and Computer Simulation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.57709/11190839","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000890511","display_name":"Nicholas Keller","orcid":null},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas Keller","raw_affiliation_strings":["Georgia State University, Atlanta, GA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia State University, Atlanta, GA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103186065","display_name":"Xiaolin Hu","orcid":"https://orcid.org/0000-0001-9359-268X"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaolin Hu","raw_affiliation_strings":["Georgia State University, Atlanta, GA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia State University, Atlanta, GA","institution_ids":["https://openalex.org/I181565077"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I181565077"],"apc_list":null,"apc_paid":null,"fwci":2.1439,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.8538499,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"29","issue":"1","first_page":"1","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9966999888420105,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social 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":0.8097368478775024},{"id":"https://openalex.org/keywords/composability","display_name":"Composability","score":0.6979351043701172},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6376911401748657},{"id":"https://openalex.org/keywords/controllability","display_name":"Controllability","score":0.5283297300338745},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5268755555152893},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43659907579421997},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.42338401079177856},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41918978095054626},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3564140796661377},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13515600562095642}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8097368478775024},{"id":"https://openalex.org/C2778814252","wikidata":"https://www.wikidata.org/wiki/Q5156715","display_name":"Composability","level":2,"score":0.6979351043701172},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6376911401748657},{"id":"https://openalex.org/C48209547","wikidata":"https://www.wikidata.org/wiki/Q1331104","display_name":"Controllability","level":2,"score":0.5283297300338745},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5268755555152893},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43659907579421997},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42338401079177856},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41918978095054626},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3564140796661377},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13515600562095642},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3289229","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3289229","pdf_url":null,"source":{"id":"https://openalex.org/S38703467","display_name":"ACM Transactions on Modeling and Computer Simulation","issn_l":"1049-3301","issn":["1049-3301","1558-1195"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Modeling and Computer Simulation","raw_type":"journal-article"},{"id":"pmh:oai:scholarworks.gsu.edu:cs_diss-1133","is_oa":false,"landing_page_url":"https://scholarworks.gsu.edu/cs_diss/130","pdf_url":null,"source":{"id":"https://openalex.org/S4406922693","display_name":"Digital Archive @ GSU","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer Science Dissertations","raw_type":"text"},{"id":"doi:10.57709/11190839","is_oa":true,"landing_page_url":"https://doi.org/10.57709/11190839","pdf_url":null,"source":{"id":"https://openalex.org/S7407051460","display_name":"Georgia State University Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"thesis"}],"best_oa_location":{"id":"doi:10.57709/11190839","is_oa":true,"landing_page_url":"https://doi.org/10.57709/11190839","pdf_url":null,"source":{"id":"https://openalex.org/S7407051460","display_name":"Georgia State University Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"thesis"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1486859131","https://openalex.org/W1586480950","https://openalex.org/W1684673748","https://openalex.org/W1848277695","https://openalex.org/W1911469587","https://openalex.org/W1934099727","https://openalex.org/W1970206276","https://openalex.org/W1971703966","https://openalex.org/W1982675814","https://openalex.org/W2022637272","https://openalex.org/W2029454358","https://openalex.org/W2036586770","https://openalex.org/W2042733674","https://openalex.org/W2043181301","https://openalex.org/W2071492657","https://openalex.org/W2074500080","https://openalex.org/W2078143816","https://openalex.org/W2081795963","https://openalex.org/W2082301371","https://openalex.org/W2091795836","https://openalex.org/W2108325470","https://openalex.org/W2116434730","https://openalex.org/W2118331730","https://openalex.org/W2144244247","https://openalex.org/W2145343914","https://openalex.org/W2146345071","https://openalex.org/W2150312211","https://openalex.org/W2152341619","https://openalex.org/W2154370191","https://openalex.org/W2167799188","https://openalex.org/W2169218999","https://openalex.org/W2183239848","https://openalex.org/W2183781227","https://openalex.org/W2216310657","https://openalex.org/W2401165888","https://openalex.org/W2508838157","https://openalex.org/W2535419763","https://openalex.org/W2600238332","https://openalex.org/W4234406933"],"related_works":["https://openalex.org/W2383601311","https://openalex.org/W2388607015","https://openalex.org/W1991192362","https://openalex.org/W1516996821","https://openalex.org/W3029681083","https://openalex.org/W3028973300","https://openalex.org/W2043460186","https://openalex.org/W2293004035","https://openalex.org/W3152271084","https://openalex.org/W1564294713"],"abstract_inverted_index":{"Simulation":[0],"models":[1,11,44,92,109,146],"are":[2,12,126],"widely":[3],"used":[4,100],"to":[5,101,128,140],"study":[6],"complex":[7],"systems.":[8],"Current":[9],"simulation":[10,35,43],"generally":[13],"handcrafted":[14],"using":[15,147],"expert":[16],"knowledge":[17],"(knowledge-driven);":[18],"however,":[19],"this":[20],"process":[21],"is":[22,55,99,138],"slow":[23],"and":[24,71,124],"introduces":[25],"modeler":[26],"bias.":[27],"This":[28],"article":[29],"presents":[30],"an":[31,46],"approach":[32],"towards":[33],"data-driven":[34],"modeling":[36],"by":[37],"developing":[38],"a":[39,61,66,81,142],"framework":[40,54,73,117],"that":[41,110,136],"discovers":[42],"in":[45],"automated":[47],"way":[48],"for":[49,84,107],"mobile":[50],"agent-based":[51],"applications.":[52],"The":[53,76,96,115,133],"comprised":[56],"of":[57,144],"three":[58],"components:":[59],"(1)":[60],"model":[62,77,87,105],"space":[63,78,106],"specification,":[64],"(2)":[65],"search":[67,97,103],"method":[68,98],"(genetic":[69],"algorithm),":[70],"(3)":[72],"measurement":[74,118],"metrics.":[75],"specification":[79,83],"provides":[80],"formal":[82],"the":[85,104,130,148],"general":[86],"structure":[88],"from":[89],"which":[90],"various":[91],"can":[93],"be":[94],"generated.":[95],"efficiently":[102],"candidate":[108],"exhibit":[111],"desired":[112],"behavior":[113],"patterns.":[114],"five":[116],"metrics:":[119],"flexibility,":[120],"comprehensibility,":[121],"controllability,":[122],"composability,":[123],"robustness,":[125],"developed":[127],"evaluate":[129],"overall":[131],"framework.":[132,149],"results":[134],"demonstrate":[135],"it":[137],"possible":[139],"discover":[141],"variety":[143],"interesting":[145]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
