{"id":"https://openalex.org/W2997635774","doi":"https://doi.org/10.1109/itms47855.2019.8940674","title":"The Basis for the Transportation Microscopic Simulation Model Validation","display_name":"The Basis for the Transportation Microscopic Simulation Model Validation","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2997635774","doi":"https://doi.org/10.1109/itms47855.2019.8940674","mag":"2997635774"},"language":"en","primary_location":{"id":"doi:10.1109/itms47855.2019.8940674","doi":"https://doi.org/10.1109/itms47855.2019.8940674","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itms47855.2019.8940674","pdf_url":null,"source":{"id":"https://openalex.org/S7407086075","display_name":"International Scientific Conference on Information Technology and Management Science of Riga Technical University (ITMS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 60th International Scientific Conference on Information Technology and Management Science of Riga Technical University (ITMS)","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/A5046525832","display_name":"Nade\u017eda Ze\u0146ina","orcid":"https://orcid.org/0000-0001-7192-4479","observed_orcids":["https://orcid.org/0000-0001-7192-4479"]},"institutions":[{"id":"https://openalex.org/I201787326","display_name":"Riga Technical University","ror":"https://ror.org/00twb6c09","country_code":"LV","type":"education","lineage":["https://openalex.org/I201787326"]}],"countries":["LV"],"is_corresponding":false,"raw_author_name":"Nadezda Zenina","raw_affiliation_strings":["Riga Technical University, Riga, Latvia"],"raw_orcid":"https://orcid.org/0000-0001-7192-4479","affiliations":[{"raw_affiliation_string":"Riga Technical University, Riga, Latvia","institution_ids":["https://openalex.org/I201787326"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110518165","display_name":"Yuri Merkuryev","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I201787326","display_name":"Riga Technical University","ror":"https://ror.org/00twb6c09","country_code":"LV","type":"education","lineage":["https://openalex.org/I201787326"]}],"countries":["LV"],"is_corresponding":false,"raw_author_name":"Yuri Merkuryev","raw_affiliation_strings":["Riga Technical University, Riga, Latvia"],"raw_orcid":"https://orcid.org/0000-0001-7178-5640","affiliations":[{"raw_affiliation_string":"Riga Technical University, Riga, Latvia","institution_ids":["https://openalex.org/I201787326"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I201787326"],"apc_list":null,"apc_paid":null,"fwci":1.1598,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.77653349,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9150000214576721,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10524","display_name":"Traffic control and management","score":0.9150000214576721,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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":0.045499999076128006,"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":0.011800000444054604,"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/transportation-simulation","display_name":"transportation simulation","score":0.7269999980926514},{"id":"https://openalex.org/keywords/microscopic-traffic-simulation","display_name":"microscopic traffic simulation","score":0.8240000009536743},{"id":"https://openalex.org/keywords/model-validation","display_name":"model validation","score":0.8500000238418579},{"id":"https://openalex.org/keywords/model-calibration","display_name":"model calibration","score":0.8510000109672546},{"id":"https://openalex.org/keywords/model-verification","display_name":"model verification","score":0.8360000252723694},{"id":"https://openalex.org/keywords/validation-parameters","display_name":"validation parameters","score":0.8510000109672546},{"id":"https://openalex.org/keywords/input-data-quality","display_name":"input data quality","score":0.7429999709129333}],"concepts":[{"id":"https://openalex.org/C126433048","wikidata":"https://www.wikidata.org/wiki/Q7921324","display_name":"Verification and validation of computer simulation models","level":2,"score":0.7216853499412537},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7140247225761414},{"id":"https://openalex.org/C108215451","wikidata":"https://www.wikidata.org/wiki/Q7263963","display_name":"Simulation modeling","level":2,"score":0.6804850101470947},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.6800898313522339},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.6595484018325806},{"id":"https://openalex.org/C3019813237","wikidata":"https://www.wikidata.org/wiki/Q65089264","display_name":"Model validation","level":2,"score":0.5988687872886658},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5007920265197754},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.44796067476272583},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.42672353982925415},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4160594344139099},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15795627236366272},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.14931634068489075},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1290893852710724},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10302329063415527},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09901243448257446},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"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},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itms47855.2019.8940674","doi":"https://doi.org/10.1109/itms47855.2019.8940674","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itms47855.2019.8940674","pdf_url":null,"source":{"id":"https://openalex.org/S7407086075","display_name":"International Scientific Conference on Information Technology and Management Science of Riga Technical University (ITMS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 60th International Scientific Conference on Information Technology and Management Science of Riga Technical University (ITMS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4943999946117401,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W625554034","https://openalex.org/W1996212582","https://openalex.org/W2140190241","https://openalex.org/W2764937720"],"related_works":["https://openalex.org/W3137218705","https://openalex.org/W2040411888","https://openalex.org/W1607069473","https://openalex.org/W599646866","https://openalex.org/W2025778876","https://openalex.org/W2573135254","https://openalex.org/W4238452080","https://openalex.org/W2477647747","https://openalex.org/W1490834693","https://openalex.org/W618011418"],"abstract_inverted_index":{"Simulation":[0],"allows":[1],"to":[2,11,38],"comprehensively":[3],"examine":[4],"the":[5,13,40,43,52,56,66,82,97],"various":[6],"processes":[7],"and":[8,10,28,61,71,76,89,103],"systems,":[9],"evaluate":[12],"expected":[14],"results":[15],"before":[16],"decision.":[17],"To":[18],"create":[19],"reliable":[20],"transportation":[21,44,57,98],"simulation":[22,46,58,67,99],"model,":[23],"it":[24],"should":[25],"be":[26],"carefully":[27],"in":[29],"depth":[30],"validated.":[31],"The":[32,49],"purpose":[33],"of":[34,84,91,96],"this":[35],"paper":[36,50],"is":[37,105],"describe":[39],"basis":[41],"for":[42,55,65],"microscopic":[45],"model":[47,59,68,100],"validation.":[48,62],"contains":[51],"basic":[53],"steps":[54],"development":[60],"Various":[63],"definitions":[64],"verification,":[69],"validation":[70,101],"calibration":[72,77],"are":[73],"considered.":[74],"Validation":[75],"parameters":[78,104],"selection":[79],"depends":[80],"on":[81],"complexity":[83],"analysable":[85],"task,":[86],"initial":[87],"amount":[88],"quality":[90],"input":[92],"data.":[93],"A":[94],"summary":[95],"methods":[102],"presented.":[106]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":3}],"updated_date":"2026-10-06T10:28:23.643775","created_date":"2020-01-10T00:00:00"}
