{"id":"https://openalex.org/W4233006646","doi":"https://doi.org/10.1109/wsc.2013.6721547","title":"Verification through calibration: An approach and a case study of a model of conflict in Syria","display_name":"Verification through calibration: An approach and a case study of a model of conflict in Syria","publication_year":2013,"publication_date":"2013-12-01","ids":{"openalex":"https://openalex.org/W4233006646","doi":"https://doi.org/10.1109/wsc.2013.6721547"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2013.6721547","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2013.6721547","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Winter Simulations Conference (WSC)","raw_type":"proceedings-article"},"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/A5040682720","display_name":"Maciej M. \u0141atek","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maciej M. Latek","raw_affiliation_strings":["Scensei GmbH, Z\u00fcrich, SWITZERLAND"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Scensei GmbH, Z\u00fcrich, SWITZERLAND","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074598788","display_name":"Seyed M. Mussavi Rizi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Seyed M. Mussavi Rizi","raw_affiliation_strings":["Scensei GmbH, Z\u00fcrich, SWITZERLAND"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Scensei GmbH, Z\u00fcrich, SWITZERLAND","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114042312","display_name":"Armando Geller","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Armando Geller","raw_affiliation_strings":["Scensei GmbH, Z\u00fcrich, SWITZERLAND"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Scensei GmbH, Z\u00fcrich, SWITZERLAND","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4576,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.64705661,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1649","last_page":"1660"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9828000068664551,"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":0.9828000068664551,"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":0.970300018787384,"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/T11810","display_name":"Complex Systems and Decision Making","score":0.9638000130653381,"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/soundness","display_name":"Soundness","score":0.924946129322052},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.854706883430481},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7865506410598755},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6222950220108032},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.5892524719238281},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.46706658601760864},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4350894093513489},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4297577142715454},{"id":"https://openalex.org/keywords/process-modeling","display_name":"Process modeling","score":0.4156857430934906},{"id":"https://openalex.org/keywords/model-validation","display_name":"Model validation","score":0.41424545645713806},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3502078056335449},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.20879948139190674},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.17408770322799683},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.16844457387924194},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.14058977365493774},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12667104601860046}],"concepts":[{"id":"https://openalex.org/C39920170","wikidata":"https://www.wikidata.org/wiki/Q693083","display_name":"Soundness","level":2,"score":0.924946129322052},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.854706883430481},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7865506410598755},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6222950220108032},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.5892524719238281},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.46706658601760864},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4350894093513489},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4297577142715454},{"id":"https://openalex.org/C76956256","wikidata":"https://www.wikidata.org/wiki/Q27610560","display_name":"Process modeling","level":3,"score":0.4156857430934906},{"id":"https://openalex.org/C3019813237","wikidata":"https://www.wikidata.org/wiki/Q65089264","display_name":"Model validation","level":2,"score":0.41424545645713806},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3502078056335449},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.20879948139190674},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.17408770322799683},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.16844457387924194},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.14058977365493774},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12667104601860046},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wsc.2013.6721547","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2013.6721547","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 Winter Simulations Conference (WSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.652.209","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.652.209","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://informs-sim.org/wsc13papers/includes/files/144.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W1265389026","https://openalex.org/W1501796683","https://openalex.org/W1576660662"],"related_works":["https://openalex.org/W1511249877","https://openalex.org/W1578828174","https://openalex.org/W2950376466","https://openalex.org/W2000943029","https://openalex.org/W2621980927","https://openalex.org/W2281014969","https://openalex.org/W2076271547","https://openalex.org/W4401460609","https://openalex.org/W2013222669","https://openalex.org/W3004958147"],"abstract_inverted_index":{"In":[0],"this":[1,25,58],"paper":[2],"we":[3,60],"introduce":[4],"a":[5,73],"workflow":[6,26,64],"for":[7],"multiagent":[8,74],"modeling":[9],"that":[10],"relies":[11],"on":[12],"piecemeal":[13],"calibration":[14],"to":[15,27,44,50,68],"verify":[16],"the":[17,32,38,55,62,69,77],"model,":[18],"and":[19,34,41,82,86],"discuss":[20],"how":[21],"modelers":[22],"can":[23],"organize":[24],"accelerate":[28],"model":[29,40,48,75,84],"building,":[30],"improve":[31],"quality":[33],"technical":[35],"soundness":[36],"of":[37,47,72,76],"final":[39],"be":[42],"able":[43],"attribute":[45],"dynamics":[46,87],"outputs":[49],"causal":[51],"mechanisms":[52],"represented":[53],"in":[54,80],"model.":[56],"To":[57],"end,":[59],"apply":[61],"proposed":[63],"step":[65,67],"by":[66],"development":[70,90],"process":[71],"civil":[78],"war":[79],"Syria,":[81],"visualize":[83],"validity":[85],"across":[88],"individual":[89],"sprints.":[91]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}