{"id":"https://openalex.org/W2897430003","doi":"https://doi.org/10.1186/s40294-018-0058-2","title":"Formal and computational modeling of anticipation mechanisms of resilience in the complex sociotechnical air transport system","display_name":"Formal and computational modeling of anticipation mechanisms of resilience in the complex sociotechnical air transport system","publication_year":2018,"publication_date":"2018-10-17","ids":{"openalex":"https://openalex.org/W2897430003","doi":"https://doi.org/10.1186/s40294-018-0058-2","mag":"2897430003"},"language":"en","primary_location":{"id":"doi:10.1186/s40294-018-0058-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40294-018-0058-2","pdf_url":"https://link.springer.com/track/pdf/10.1186/s40294-018-0058-2","source":{"id":"https://openalex.org/S3034459479","display_name":"Complex Adaptive Systems Modeling","issn_l":"2194-3206","issn":["2194-3206"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex Adaptive Systems Modeling","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/track/pdf/10.1186/s40294-018-0058-2","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023066821","display_name":"Anne-Nynke Blok","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Anne-Nynke Blok","raw_affiliation_strings":["Faculty of Aerospace Engineering, Delft University of Technology, Kluyverweg 1, Delft, The Netherlands","ProRail, Utrecht, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Aerospace Engineering, Delft University of Technology, Kluyverweg 1, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"ProRail, Utrecht, The Netherlands","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079008582","display_name":"Alexei Sharpanskykh","orcid":"https://orcid.org/0000-0001-6879-1134"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Alexei Sharpanskykh","raw_affiliation_strings":["Faculty of Aerospace Engineering, Delft University of Technology, Kluyverweg 1, Delft, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-6879-1134","affiliations":[{"raw_affiliation_string":"Faculty of Aerospace Engineering, Delft University of Technology, Kluyverweg 1, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045955054","display_name":"Matthieu Vert","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Matthieu Vert","raw_affiliation_strings":["Faculty of Aerospace Engineering, Delft University of Technology, Kluyverweg 1, Delft, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Aerospace Engineering, Delft University of Technology, Kluyverweg 1, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5079008582"],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":null,"apc_paid":null,"fwci":1.3931,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.81202312,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"6","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11807","display_name":"Infrastructure Resilience and Vulnerability Analysis","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11807","display_name":"Infrastructure Resilience and Vulnerability Analysis","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9973000288009644,"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/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sociotechnical-system","display_name":"Sociotechnical system","score":0.746758759021759},{"id":"https://openalex.org/keywords/anticipation","display_name":"Anticipation (artificial intelligence)","score":0.6504579186439514},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.6321532726287842},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.5847777128219604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5591483116149902},{"id":"https://openalex.org/keywords/transport-system","display_name":"Transport system","score":0.47601017355918884},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.44949764013290405},{"id":"https://openalex.org/keywords/complex-adaptive-system","display_name":"Complex adaptive system","score":0.43451449275016785},{"id":"https://openalex.org/keywords/air-transport","display_name":"Air transport","score":0.42488664388656616},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3266046643257141},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.32620328664779663},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.28742629289627075},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.2763034701347351},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1664780080318451},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15671658515930176}],"concepts":[{"id":"https://openalex.org/C127627568","wikidata":"https://www.wikidata.org/wiki/Q1639361","display_name":"Sociotechnical system","level":2,"score":0.746758759021759},{"id":"https://openalex.org/C176777502","wikidata":"https://www.wikidata.org/wiki/Q4774623","display_name":"Anticipation (artificial intelligence)","level":2,"score":0.6504579186439514},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.6321532726287842},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.5847777128219604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5591483116149902},{"id":"https://openalex.org/C2987842547","wikidata":"https://www.wikidata.org/wiki/Q924286","display_name":"Transport system","level":2,"score":0.47601017355918884},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.44949764013290405},{"id":"https://openalex.org/C63108463","wikidata":"https://www.wikidata.org/wiki/Q581233","display_name":"Complex adaptive system","level":2,"score":0.43451449275016785},{"id":"https://openalex.org/C2987236452","wikidata":"https://www.wikidata.org/wiki/Q765633","display_name":"Air transport","level":2,"score":0.42488664388656616},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3266046643257141},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.32620328664779663},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28742629289627075},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.2763034701347351},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1664780080318451},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15671658515930176},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1186/s40294-018-0058-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40294-018-0058-2","pdf_url":"https://link.springer.com/track/pdf/10.1186/s40294-018-0058-2","source":{"id":"https://openalex.org/S3034459479","display_name":"Complex Adaptive Systems Modeling","issn_l":"2194-3206","issn":["2194-3206"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex Adaptive Systems Modeling","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d7bfa54fada949b1b31e12d090a69360","is_oa":false,"landing_page_url":"https://doaj.org/article/d7bfa54fada949b1b31e12d090a69360","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"Complex Adaptive Systems Modeling, Vol 6, Iss 1, Pp 1-30 (2018)","raw_type":"article"},{"id":"pmh:oai:tudelft.nl:uuid:02460197-7dbd-48c4-ac71-f5d48994127d","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:02460197-7dbd-48c4-ac71-f5d48994127d","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1186/s40294-018-0058-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40294-018-0058-2","pdf_url":"https://link.springer.com/track/pdf/10.1186/s40294-018-0058-2","source":{"id":"https://openalex.org/S3034459479","display_name":"Complex Adaptive Systems Modeling","issn_l":"2194-3206","issn":["2194-3206"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex Adaptive Systems Modeling","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2897430003.pdf","grobid_xml":"https://content.openalex.org/works/W2897430003.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W232366232","https://openalex.org/W1424318399","https://openalex.org/W1506846451","https://openalex.org/W1525751611","https://openalex.org/W1528689085","https://openalex.org/W1559896154","https://openalex.org/W1599796661","https://openalex.org/W1663238764","https://openalex.org/W1914118524","https://openalex.org/W1977970897","https://openalex.org/W2030490025","https://openalex.org/W2033062742","https://openalex.org/W2040292362","https://openalex.org/W2058296799","https://openalex.org/W2074599623","https://openalex.org/W2083328625","https://openalex.org/W2085454085","https://openalex.org/W2102361294","https://openalex.org/W2108298944","https://openalex.org/W2111979596","https://openalex.org/W2119813903","https://openalex.org/W2126483315","https://openalex.org/W2139261700","https://openalex.org/W2156264138","https://openalex.org/W2169196271","https://openalex.org/W2234200704","https://openalex.org/W2476725267","https://openalex.org/W2483559327","https://openalex.org/W2495048106","https://openalex.org/W2529005218","https://openalex.org/W2622823918","https://openalex.org/W2765103922","https://openalex.org/W2799996630","https://openalex.org/W2890236669","https://openalex.org/W3147145202","https://openalex.org/W4239715530","https://openalex.org/W6635869671"],"related_works":["https://openalex.org/W4388760928","https://openalex.org/W2999833073","https://openalex.org/W2988141108","https://openalex.org/W2087025465","https://openalex.org/W2542495997","https://openalex.org/W3214855631","https://openalex.org/W601928853","https://openalex.org/W3191961522","https://openalex.org/W1533797680","https://openalex.org/W2273836675"],"abstract_inverted_index":{"Abstract":[0],"With":[1],"ever-growing":[2],"numbers":[3],"of":[4,8,18,43,76,80,82,137,152,165,167,197,199],"passengers":[5],"and":[6,16,29,40,48,139,188],"complexity":[7],"the":[9,23,44,57,71,77,83,144,150,163,168,184,189,200],"air":[10,45,84],"transport":[11,46,85],"system,":[12,169],"it":[13],"becomes":[14],"more":[15,17],"a":[19,88,115,134,158,193],"challenge":[20],"to":[21,52,94,131,183],"manage":[22],"system":[24,47,86],"in":[25,118,124,195],"an":[26,99,125,153],"effective,":[27],"safe,":[28],"resilient":[30],"manner.":[31],"This":[32],"is":[33,54,107,112],"especially":[34],"evident":[35],"when":[36],"disruptions":[37,53],"occur.":[38],"Understanding":[39],"improving":[41],"resilience":[42,81],"its":[49,92],"adaptive":[50,78,154],"capacity":[51,79],"essential":[55],"for":[56],"system\u2019s":[58],"uninterrupted":[59],"successful":[60],"performance.":[61],"Using":[62],"theoretical":[63],"findings":[64],"from":[65],"behavioral":[66],"sciences,":[67],"this":[68,97],"paper":[69],"makes":[70],"first":[72],"steps":[73],"towards":[74],"formalization":[75],"with":[87,133],"particular":[89],"focus":[90],"on":[91,161],"ability":[93],"anticipate.":[95],"To":[96],"end,":[98],"expressive":[100],"logic-based":[101],"language":[102],"called":[103],"Temporal":[104],"Trace":[105],"Language":[106],"used.":[108],"The":[109],"proposed":[110],"approach":[111],"illustrated":[113],"by":[114],"case":[116],"study,":[117],"which":[119],"anticipatory":[120],"mechanisms":[121],"are":[122],"implemented":[123],"agent-based":[126],"airport":[127],"terminal":[128],"operations":[129],"model,":[130],"deal":[132],"disruptive":[135],"scenario":[136],"unplanned":[138],"challenging":[140],"passenger":[141,201],"demand":[142],"at":[143],"security":[145],"checkpoint.":[146],"Results":[147],"showed":[148],"that":[149],"timing":[151],"action":[155],"could":[156],"have":[157],"significant":[159],"influence":[160],"reducing":[162],"risk":[164,196],"saturation":[166,171,198],"where":[170],"implies":[172],"performance":[173],"loss.":[174],"Additionally,":[175],"trade-off":[176],"relations":[177],"were":[178],"obtained":[179],"between":[180],"cost,":[181],"corresponding":[182],"extra":[185],"resources":[186],"mobilized,":[187],"benefits,":[190],"such":[191],"as":[192],"decrease":[194],"queue.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}