{"id":"https://openalex.org/W3183012158","doi":"https://doi.org/10.3390/s21134577","title":"Spatial Autoregressive Model for Estimation of Visitors\u2019 Dynamic Agglomeration Patterns Near Event Location","display_name":"Spatial Autoregressive Model for Estimation of Visitors\u2019 Dynamic Agglomeration Patterns Near Event Location","publication_year":2021,"publication_date":"2021-07-04","ids":{"openalex":"https://openalex.org/W3183012158","doi":"https://doi.org/10.3390/s21134577","mag":"3183012158","pmid":"https://pubmed.ncbi.nlm.nih.gov/34283103"},"language":"en","primary_location":{"id":"doi:10.3390/s21134577","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21134577","pdf_url":"https://www.mdpi.com/1424-8220/21/13/4577/pdf?version=1625387879","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/21/13/4577/pdf?version=1625387879","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101101848","display_name":"Takumi Ban","orcid":null},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Takumi Ban","raw_affiliation_strings":["Department of Civil Engineering, Graduate School of Engineering, Nagoya University, Nagoya 464-8603, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Graduate School of Engineering, Nagoya University, Nagoya 464-8603, Japan","institution_ids":["https://openalex.org/I60134161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033762336","display_name":"Tomotaka Usui","orcid":null},"institutions":[{"id":"https://openalex.org/I84985371","display_name":"University of Human Environments","ror":"https://ror.org/029smmd76","country_code":"JP","type":"education","lineage":["https://openalex.org/I84985371"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomotaka Usui","raw_affiliation_strings":["Faculty of Human Environments, University of Human Environments, Okazaki 444-3505, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Human Environments, University of Human Environments, Okazaki 444-3505, Japan","institution_ids":["https://openalex.org/I84985371"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037378328","display_name":"Toshiyuki Yamamoto","orcid":"https://orcid.org/0000-0002-7540-5040"},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Toshiyuki Yamamoto","raw_affiliation_strings":["Institute of Materials and Systems for Sustainability, Nagoya University, Nagoya 464-8603, Japan"],"raw_orcid":"https://orcid.org/0000-0002-7540-5040","affiliations":[{"raw_affiliation_string":"Institute of Materials and Systems for Sustainability, Nagoya University, Nagoya 464-8603, Japan","institution_ids":["https://openalex.org/I60134161"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5037378328","https://openalex.org/A5101101848"],"corresponding_institution_ids":["https://openalex.org/I60134161"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.0355,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.81212358,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"21","issue":"13","first_page":"4577","last_page":"4577"},"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":1.0,"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":1.0,"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/T10298","display_name":"Urban Transport and Accessibility","score":0.9916999936103821,"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/T11963","display_name":"Impact of Light on Environment and Health","score":0.9915000200271606,"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/autoregressive-model","display_name":"Autoregressive model","score":0.6768279075622559},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6098806858062744},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6083143949508667},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5533190965652466},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5018441677093506},{"id":"https://openalex.org/keywords/adjacency-list","display_name":"Adjacency list","score":0.4732266664505005},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.46919864416122437},{"id":"https://openalex.org/keywords/autoregressive-integrated-moving-average","display_name":"Autoregressive integrated moving average","score":0.46873149275779724},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42214539647102356},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.4074043333530426},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.2665339708328247},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.2478647232055664},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.18482336401939392},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15088358521461487},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1348477602005005},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12224319577217102}],"concepts":[{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.6768279075622559},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6098806858062744},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6083143949508667},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5533190965652466},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5018441677093506},{"id":"https://openalex.org/C110484373","wikidata":"https://www.wikidata.org/wiki/Q264398","display_name":"Adjacency list","level":2,"score":0.4732266664505005},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.46919864416122437},{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.46873149275779724},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42214539647102356},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.4074043333530426},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.2665339708328247},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.2478647232055664},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.18482336401939392},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15088358521461487},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1348477602005005},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12224319577217102},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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},{"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D040362","descriptor_name":"Geographic Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D040362","descriptor_name":"Geographic Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D040362","descriptor_name":"Geographic Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D040421","descriptor_name":"Cell Phone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D040421","descriptor_name":"Cell Phone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D040421","descriptor_name":"Cell Phone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.3390/s21134577","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21134577","pdf_url":"https://www.mdpi.com/1424-8220/21/13/4577/pdf?version=1625387879","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:34283103","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34283103","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:fcdb02f19f954d5b8b7ec6cd6ab64d9d","is_oa":true,"landing_page_url":"https://doaj.org/article/fcdb02f19f954d5b8b7ec6cd6ab64d9d","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 21, Iss 13, p 4577 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/13/4577/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21134577","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 21; Issue 13; Pages: 4577","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8271624","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8271624","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s21134577","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21134577","pdf_url":"https://www.mdpi.com/1424-8220/21/13/4577/pdf?version=1625387879","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.4300000071525574}],"awards":[{"id":"https://openalex.org/G262213422","display_name":null,"funder_award_id":"25630215","funder_id":"https://openalex.org/F4320320912","funder_display_name":"Ministry of Education, Culture, Sports, Science and Technology"},{"id":"https://openalex.org/G3681845522","display_name":"Study on estimation methods for travel data using GPS and context data","funder_award_id":"25630215","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G7218140532","display_name":null,"funder_award_id":"26220906","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320320912","display_name":"Ministry of Education, Culture, Sports, Science and Technology","ror":"https://ror.org/048rj2z13"},{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3183012158.pdf","grobid_xml":"https://content.openalex.org/works/W3183012158.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1969693647","https://openalex.org/W1982300822","https://openalex.org/W1987233492","https://openalex.org/W1999339050","https://openalex.org/W2019782231","https://openalex.org/W2024220066","https://openalex.org/W2031611185","https://openalex.org/W2035430010","https://openalex.org/W2036536917","https://openalex.org/W2042493333","https://openalex.org/W2048021967","https://openalex.org/W2056897530","https://openalex.org/W2114092915","https://openalex.org/W2136317921","https://openalex.org/W2151886106","https://openalex.org/W2181642435","https://openalex.org/W2424864243","https://openalex.org/W2460690007","https://openalex.org/W2519569059","https://openalex.org/W2556289220","https://openalex.org/W2559891317","https://openalex.org/W2570009947","https://openalex.org/W2591688204","https://openalex.org/W2623395191","https://openalex.org/W2729018917","https://openalex.org/W2774941429","https://openalex.org/W2776606927","https://openalex.org/W2911321509","https://openalex.org/W2911496363","https://openalex.org/W2918040195","https://openalex.org/W2941875169","https://openalex.org/W2946160394","https://openalex.org/W2956452632","https://openalex.org/W2972093239","https://openalex.org/W2989090784","https://openalex.org/W3014719311","https://openalex.org/W3045147410","https://openalex.org/W3107061228","https://openalex.org/W3122348458","https://openalex.org/W3132588545","https://openalex.org/W4234481182","https://openalex.org/W6685656923","https://openalex.org/W6732080601","https://openalex.org/W6786191505"],"related_works":["https://openalex.org/W3135881084","https://openalex.org/W2380590035","https://openalex.org/W2351712633","https://openalex.org/W4388984322","https://openalex.org/W4285509495","https://openalex.org/W1509694164","https://openalex.org/W3216381689","https://openalex.org/W4224133501","https://openalex.org/W3041008604","https://openalex.org/W2971401309"],"abstract_inverted_index":{"The":[0,125],"rapid":[1],"development":[2],"of":[3,11,14,30,42,59,85,141,145],"ubiquitous":[4],"mobile":[5,73],"computing":[6],"has":[7],"enabled":[8],"the":[9,28,105,111,142],"collection":[10],"new":[12],"types":[13],"massive":[15],"traffic":[16],"data":[17,69],"to":[18,27,98,136],"understand":[19],"collective":[20],"movement":[21,101],"patterns":[22,46],"in":[23,35,132],"social":[24],"spaces.":[25],"Contributing":[26],"understanding":[29],"crowd":[31],"formation":[32],"and":[33],"dispersal":[34],"populated":[36],"areas,":[37],"we":[38],"developed":[39],"a":[40,48,57,79,82,115,129],"model":[41],"visitors'":[43,100],"dynamic":[44,52],"agglomeration":[45],"at":[47],"particular":[49],"event":[50,106],"using":[51],"population":[53],"data.":[54],"This":[55],"information,":[56],"type":[58],"big":[60],"data,":[61],"comprised":[62],"aggregate":[63],"Global":[64],"Positioning":[65],"System":[66],"(GPS)":[67],"location":[68],"automatically":[70],"collected":[71],"from":[72],"phones":[74],"without":[75,120],"users'":[76],"intervention":[77],"over":[78],"grid":[80],"with":[81,92,138],"spatial":[83,89,121],"resolution":[84],"250":[86],"m.":[87],"Herein,":[88],"autoregressive":[90],"models":[91,113],"two-step":[93],"adjacency":[94],"matrices":[95],"are":[96],"proposed":[97,112],"represent":[99],"between":[102],"grids":[103],"around":[104],"site.":[107],"We":[108],"confirmed":[109],"that":[110],"had":[114],"higher":[116],"goodness-of-fit":[117],"than":[118],"those":[119],"or":[122],"temporal":[123],"autocorrelations.":[124],"results":[126],"also":[127],"show":[128],"significant":[130],"reduction":[131],"accuracy":[133],"when":[134],"applied":[135],"prediction":[137],"estimated":[139],"values":[140],"endogenous":[143],"variables":[144],"prior":[146],"time":[147],"periods.":[148]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
