{"id":"https://openalex.org/W4283456203","doi":"https://doi.org/10.5194/agile-giss-3-72-2022","title":"Enriching geospatial data with computer vision to identify urban environment determinants of social interactions","display_name":"Enriching geospatial data with computer vision to identify urban environment determinants of social interactions","publication_year":2022,"publication_date":"2022-06-24","ids":{"openalex":"https://openalex.org/W4283456203","doi":"https://doi.org/10.5194/agile-giss-3-72-2022"},"language":"en","primary_location":{"id":"doi:10.5194/agile-giss-3-72-2022","is_oa":true,"landing_page_url":"https://doi.org/10.5194/agile-giss-3-72-2022","pdf_url":"https://agile-giss.copernicus.org/articles/3/72/2022/agile-giss-3-72-2022.pdf","source":{"id":"https://openalex.org/S4210203054","display_name":"AGILE GIScience Series","issn_l":"2700-8150","issn":["2700-8150"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AGILE: GIScience Series","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://agile-giss.copernicus.org/articles/3/72/2022/agile-giss-3-72-2022.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034610975","display_name":"Francisco Garrido-Valenzuela","orcid":"https://orcid.org/0000-0003-0172-8266"},"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":"Francisco Garrido-Valenzuela","raw_affiliation_strings":["Transport and Logistics Group, Department of Engineering Systems and Services, Faculty of Technology, Policy, and Management, Delft University of Technology, Delft, the Netherlands","Transport and Planning, Faculty of Civil Engineering and Geosciences, Delft University of Technology, the Netherlands"],"affiliations":[{"raw_affiliation_string":"Transport and Logistics Group, Department of Engineering Systems and Services, Faculty of Technology, Policy, and Management, Delft University of Technology, Delft, the Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Transport and Planning, Faculty of Civil Engineering and Geosciences, Delft University of Technology, the Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049825776","display_name":"Sander van Cranenburgh","orcid":"https://orcid.org/0000-0002-0976-3923"},"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":"Sander van Cranenburgh","raw_affiliation_strings":["Transport and Logistics Group, Department of Engineering Systems and Services, Faculty of Technology, Policy, and Management, Delft University of Technology, Delft, the Netherlands"],"affiliations":[{"raw_affiliation_string":"Transport and Logistics Group, Department of Engineering Systems and Services, Faculty of Technology, Policy, and Management, Delft University of Technology, Delft, the Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058766860","display_name":"Oded Cats","orcid":"https://orcid.org/0000-0002-4506-0459"},"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":"Oded Cats","raw_affiliation_strings":["Transport and Planning, Faculty of Civil Engineering and Geosciences, Delft University of Technology, the Netherlands"],"affiliations":[{"raw_affiliation_string":"Transport and Planning, Faculty of Civil Engineering and Geosciences, Delft University of Technology, the Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5034610975"],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":null,"apc_paid":null,"fwci":0.4445,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.7075659,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"3","issue":null,"first_page":"1","last_page":"5"},"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":0.9957000017166138,"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":0.9957000017166138,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9829999804496765,"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"}},{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":0.9825999736785889,"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":0.7235292792320251},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5754018425941467},{"id":"https://openalex.org/keywords/recreation","display_name":"Recreation","score":0.4950973093509674},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.45315858721733093},{"id":"https://openalex.org/keywords/urban-studies","display_name":"Urban studies","score":0.4415058195590973},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4389127194881439},{"id":"https://openalex.org/keywords/urban-planning","display_name":"Urban planning","score":0.4325186014175415},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.4111438989639282},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38833507895469666},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26110124588012695},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.25145503878593445},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0876445472240448},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.08166807889938354},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.07985749840736389}],"concepts":[{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.7235292792320251},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5754018425941467},{"id":"https://openalex.org/C110269972","wikidata":"https://www.wikidata.org/wiki/Q184872","display_name":"Recreation","level":2,"score":0.4950973093509674},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.45315858721733093},{"id":"https://openalex.org/C2779470537","wikidata":"https://www.wikidata.org/wiki/Q23578769","display_name":"Urban studies","level":2,"score":0.4415058195590973},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4389127194881439},{"id":"https://openalex.org/C49545453","wikidata":"https://www.wikidata.org/wiki/Q69883","display_name":"Urban planning","level":2,"score":0.4325186014175415},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.4111438989639282},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38833507895469666},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26110124588012695},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.25145503878593445},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0876445472240448},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.08166807889938354},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.07985749840736389},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5194/agile-giss-3-72-2022","is_oa":true,"landing_page_url":"https://doi.org/10.5194/agile-giss-3-72-2022","pdf_url":"https://agile-giss.copernicus.org/articles/3/72/2022/agile-giss-3-72-2022.pdf","source":{"id":"https://openalex.org/S4210203054","display_name":"AGILE GIScience Series","issn_l":"2700-8150","issn":["2700-8150"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AGILE: GIScience Series","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.5194/agile-giss-3-72-2022","is_oa":true,"landing_page_url":"https://doi.org/10.5194/agile-giss-3-72-2022","pdf_url":"https://agile-giss.copernicus.org/articles/3/72/2022/agile-giss-3-72-2022.pdf","source":{"id":"https://openalex.org/S4210203054","display_name":"AGILE GIScience Series","issn_l":"2700-8150","issn":["2700-8150"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AGILE: GIScience Series","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.8199999928474426}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321012","display_name":"Technische Universiteit Delft","ror":"https://ror.org/02e2c7k09"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4283456203.pdf","grobid_xml":"https://content.openalex.org/works/W4283456203.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1975593194","https://openalex.org/W2010236945","https://openalex.org/W2026938276","https://openalex.org/W2067589702","https://openalex.org/W2072415810","https://openalex.org/W2073292966","https://openalex.org/W2081875995","https://openalex.org/W2095092070","https://openalex.org/W2133985249","https://openalex.org/W2143554828","https://openalex.org/W2159301256","https://openalex.org/W2223859610","https://openalex.org/W2399921697","https://openalex.org/W2461914931","https://openalex.org/W2743456066","https://openalex.org/W2767538232","https://openalex.org/W2953338707","https://openalex.org/W3006413638","https://openalex.org/W3119682670","https://openalex.org/W3178663975","https://openalex.org/W4292542163","https://openalex.org/W6681229993","https://openalex.org/W6689048046","https://openalex.org/W6762585180","https://openalex.org/W6841821675"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2563286002","https://openalex.org/W2369316893","https://openalex.org/W2184653530","https://openalex.org/W3110649649","https://openalex.org/W3180387887","https://openalex.org/W2928704020","https://openalex.org/W3108852469","https://openalex.org/W2905992881"],"abstract_inverted_index":{"Abstract.":[0],"Characteristics":[1],"of":[2,143,151],"urban":[3,22,66,93,171,175],"space":[4,23,67,94,172],"(co-)determine":[5],"human":[6],"behaviour,":[7],"including":[8],"their":[9,27,84],"social":[10,25,52,69,81,107,168],"interaction":[11],"patterns.":[12],"However,":[13],"despite":[14],"numerous":[15],"studies":[16],"that":[17,127],"have":[18],"examined":[19],"how":[20,64],"the":[21,65,149,162],"impacts":[24,68],"interactions,":[26],"relationships":[28],"are":[29,98,119],"still":[30],"poorly":[31],"understood.":[32],"Recent":[33],"developments":[34],"in":[35,137,170],"computer":[36,59],"vision":[37],"and":[38,48,146,154],"machine":[39],"learning":[40],"fields":[41],"offer":[42],"promising":[43],"new":[44,58],"ways":[45],"to":[46,62,79,135,160,166,173],"analyse":[47],"collect":[49],"data":[50,152],"on":[51,106],"interactions.":[53,70,108],"This":[54],"study":[55,63],"proposes":[56],"a":[57,140],"vision-based":[60],"approach":[61],"The":[71],"proposed":[72],"method":[73],"uses":[74],"pre-trained":[75],"object":[76,102],"detection":[77,103],"models":[78,104],"detect":[80],"interactions":[82,169],"(including":[83],"geo-locations)":[85],"from":[86,115,122],"street-view":[87],"imagery.":[88],"After":[89],"that,":[90],"it":[91],"regresses":[92],"characteristics":[95],"\u2013":[96,105],"which":[97],"also":[99],"detected":[100],"using":[101],"For":[109],"this":[110],"study,":[111],"294,852":[112],"street-level":[113],"images":[114],"three":[116,130],"Dutch":[117,131],"cities":[118,132],"analysed.":[120],"Results":[121],"linear":[123],"regression":[124],"analysis":[125],"show":[126],"for":[128],"these":[129],"people":[133],"tend":[134],"meet":[136],"places":[138],"with":[139],"strong":[141],"presence":[142],"recreational":[144],"attractions":[145],"bicycles.":[147],"Also,":[148],"results":[150],"collection":[153],"image":[155],"processing":[156],"can":[157],"be":[158],"used":[159],"identify":[161],"areas":[163],"most":[164],"likely":[165],"produce":[167],"conduct":[174],"studies.":[176]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}