{"id":"https://openalex.org/W3015903433","doi":"https://doi.org/10.1080/13658816.2020.1741000","title":"NEAT approach for testing and validation of geospatial network agent-based model processes: case study of influenza spread","display_name":"NEAT approach for testing and validation of geospatial network agent-based model processes: case study of influenza spread","publication_year":2020,"publication_date":"2020-04-06","ids":{"openalex":"https://openalex.org/W3015903433","doi":"https://doi.org/10.1080/13658816.2020.1741000","mag":"3015903433"},"language":"en","primary_location":{"id":"doi:10.1080/13658816.2020.1741000","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2020.1741000","pdf_url":null,"source":{"id":"https://openalex.org/S4210181446","display_name":"International Journal of Geographical Information Systems","issn_l":"0269-3798","issn":["0269-3798","1362-3087"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Geographical Information Science","raw_type":"journal-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/A5038733596","display_name":"Taylor Anderson","orcid":"https://orcid.org/0000-0003-4700-4845"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Taylor Anderson","raw_affiliation_strings":["Spatial Analysis and Modeling Lab, Department of Geography, Simon Fraser University, Burnaby, Canada"],"raw_orcid":"https://orcid.org/0000-0003-4700-4845","affiliations":[{"raw_affiliation_string":"Spatial Analysis and Modeling Lab, Department of Geography, Simon Fraser University, Burnaby, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085750678","display_name":"Suzana Dragi\u0107evi\u0107","orcid":"https://orcid.org/0000-0003-4144-7530"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Suzana Dragi\u0107evi\u0107","raw_affiliation_strings":["Spatial Analysis and Modeling Lab, Department of Geography, Simon Fraser University, Burnaby, Canada"],"raw_orcid":"https://orcid.org/0000-0003-4144-7530","affiliations":[{"raw_affiliation_string":"Spatial Analysis and Modeling Lab, Department of Geography, Simon Fraser University, Burnaby, Canada","institution_ids":["https://openalex.org/I18014758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5038733596"],"corresponding_institution_ids":["https://openalex.org/I18014758"],"apc_list":null,"apc_paid":null,"fwci":2.0305,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.87796286,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"34","issue":"9","first_page":"1792","last_page":"1821"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9919999837875366,"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"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9919999837875366,"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"}},{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.8573944568634033},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6417738795280457},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5782044529914856},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45708465576171875},{"id":"https://openalex.org/keywords/agent-based-model","display_name":"Agent-based model","score":0.45176321268081665},{"id":"https://openalex.org/keywords/geographic-information-system","display_name":"Geographic information system","score":0.443128764629364},{"id":"https://openalex.org/keywords/complex-system","display_name":"Complex system","score":0.43614470958709717},{"id":"https://openalex.org/keywords/observable","display_name":"Observable","score":0.431557297706604},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4231888949871063},{"id":"https://openalex.org/keywords/spatial-network","display_name":"Spatial network","score":0.42168694734573364},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33400410413742065},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33065247535705566},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3189550042152405},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.19431614875793457},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.19358310103416443},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10062554478645325}],"concepts":[{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.8573944568634033},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6417738795280457},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5782044529914856},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45708465576171875},{"id":"https://openalex.org/C2780873155","wikidata":"https://www.wikidata.org/wiki/Q392811","display_name":"Agent-based model","level":2,"score":0.45176321268081665},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.443128764629364},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.43614470958709717},{"id":"https://openalex.org/C32848918","wikidata":"https://www.wikidata.org/wiki/Q845789","display_name":"Observable","level":2,"score":0.431557297706604},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4231888949871063},{"id":"https://openalex.org/C53471067","wikidata":"https://www.wikidata.org/wiki/Q7574076","display_name":"Spatial network","level":2,"score":0.42168694734573364},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33400410413742065},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33065247535705566},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3189550042152405},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.19431614875793457},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.19358310103416443},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10062554478645325},{"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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/13658816.2020.1741000","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2020.1741000","pdf_url":null,"source":{"id":"https://openalex.org/S4210181446","display_name":"International Journal of Geographical Information Systems","issn_l":"0269-3798","issn":["0269-3798","1362-3087"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Geographical Information Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6200000047683716,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W181107242","https://openalex.org/W1573579329","https://openalex.org/W1578453342","https://openalex.org/W1927081030","https://openalex.org/W1934159418","https://openalex.org/W1966437206","https://openalex.org/W1966499072","https://openalex.org/W1970339185","https://openalex.org/W1973936591","https://openalex.org/W1981872228","https://openalex.org/W1985639715","https://openalex.org/W1986687031","https://openalex.org/W1990607561","https://openalex.org/W1994801733","https://openalex.org/W2007704697","https://openalex.org/W2035692177","https://openalex.org/W2036871957","https://openalex.org/W2037789405","https://openalex.org/W2040956707","https://openalex.org/W2048014358","https://openalex.org/W2049164421","https://openalex.org/W2057451912","https://openalex.org/W2062209530","https://openalex.org/W2068490386","https://openalex.org/W2077686680","https://openalex.org/W2081773058","https://openalex.org/W2083768211","https://openalex.org/W2086151310","https://openalex.org/W2087789610","https://openalex.org/W2088856850","https://openalex.org/W2089458547","https://openalex.org/W2100614660","https://openalex.org/W2112090702","https://openalex.org/W2113529926","https://openalex.org/W2114926487","https://openalex.org/W2116019260","https://openalex.org/W2125660185","https://openalex.org/W2133568875","https://openalex.org/W2138973222","https://openalex.org/W2140533119","https://openalex.org/W2140862057","https://openalex.org/W2145139936","https://openalex.org/W2145408484","https://openalex.org/W2146036952","https://openalex.org/W2149579926","https://openalex.org/W2158335518","https://openalex.org/W2158698691","https://openalex.org/W2159301256","https://openalex.org/W2162204164","https://openalex.org/W2255203180","https://openalex.org/W2267159845","https://openalex.org/W2331061927","https://openalex.org/W2507391891","https://openalex.org/W2543910789","https://openalex.org/W2615678759","https://openalex.org/W2730025051","https://openalex.org/W2744104561","https://openalex.org/W2767544505","https://openalex.org/W2777437364","https://openalex.org/W2898413913","https://openalex.org/W2987897613","https://openalex.org/W3011963386","https://openalex.org/W3037085755","https://openalex.org/W3139992509","https://openalex.org/W4236732175","https://openalex.org/W4244532823","https://openalex.org/W4247489671","https://openalex.org/W4252081484","https://openalex.org/W4253623582"],"related_works":["https://openalex.org/W4214818710","https://openalex.org/W2475694835","https://openalex.org/W3155483442","https://openalex.org/W4296970743","https://openalex.org/W3105666473","https://openalex.org/W2884987958","https://openalex.org/W4205665237","https://openalex.org/W2365031108","https://openalex.org/W2231559881","https://openalex.org/W109218057"],"abstract_inverted_index":{"Agent-based":[0],"models":[1],"(ABM)":[2],"are":[3,36,109,156],"used":[4,45],"to":[5,32,46,68,94,127],"represent":[6,48],"a":[7,72,129],"variety":[8],"of":[9,64,119,135,140,164],"complex":[10,96],"systems":[11,97],"by":[12],"simulating":[13],"the":[14,26,30,56,61,77,133,138,146,152,162],"local":[15],"interactions":[16,35,51],"between":[17,52],"system":[18,53,58],"components":[19,54],"from":[20],"which":[21,33],"observable":[22],"spatial":[23,91,102,106],"patterns":[24],"at":[25],"system-level":[27],"emerge.":[28],"Thus,":[29],"degree":[31],"these":[34],"represented":[37,157],"correctly":[38],"must":[39],"be":[40,44],"evaluated.":[41],"Networks":[42],"can":[43,149],"discretely":[47],"and":[49,55,70,90,100,114],"quantify":[50],"emergent":[57],"structure.":[59],"Therefore,":[60],"main":[62],"objective":[63],"this":[65],"study":[66],"is":[67,125],"develop":[69],"implement":[71],"novel":[73],"validation":[74],"approach":[75,124,148],"called":[76],"NEtworks":[78],"for":[79],"ABM":[80,88,131],"Testing":[81],"(NEAT)":[82],"that":[83,145],"integrates":[84],"geographic":[85],"information":[86],"science,":[87],"approaches,":[89],"network":[92,107],"representations":[93],"simulate":[95],"as":[98],"measurable":[99],"dynamic":[101],"networks.":[103,122],"The":[104,123],"simulated":[105],"structures":[108],"measured":[110],"using":[111],"graph":[112],"theory":[113],"compared":[115],"with":[116],"empirical":[117],"regularities":[118],"observed":[120],"real":[121],"implemented":[126],"validate":[128,150],"theoretical":[130],"representing":[132],"spread":[134],"influenza":[136],"in":[137,166],"City":[139],"Vancouver,":[141],"Canada.":[142],"Results":[143],"demonstrate":[144],"NEAT":[147],"whether":[151],"internal":[153],"model":[154],"processes":[155],"realistically,":[158],"thus":[159],"better":[160],"enabling":[161],"use":[163],"ABMs":[165],"decision-making":[167],"processes.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-08-08T01:25:22.217667","created_date":"2025-10-10T00:00:00"}