{"id":"https://openalex.org/W4312460984","doi":"https://doi.org/10.1109/geoinformatics57846.2022.9963861","title":"Study on the spatio-temporal distribution of tourists by coupling questionnaire survey and GPS data","display_name":"Study on the spatio-temporal distribution of tourists by coupling questionnaire survey and GPS data","publication_year":2022,"publication_date":"2022-08-15","ids":{"openalex":"https://openalex.org/W4312460984","doi":"https://doi.org/10.1109/geoinformatics57846.2022.9963861"},"language":"en","primary_location":{"id":"doi:10.1109/geoinformatics57846.2022.9963861","is_oa":false,"landing_page_url":"https://doi.org/10.1109/geoinformatics57846.2022.9963861","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 29th International Conference on Geoinformatics","raw_type":"proceedings-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/A5100602329","display_name":"Dan Li","orcid":"https://orcid.org/0000-0003-4616-4628"},"institutions":[{"id":"https://openalex.org/I201459984","display_name":"Guangdong University Of Finances and Economics","ror":"https://ror.org/0459pv085","country_code":"CN","type":"education","lineage":["https://openalex.org/I201459984"]},{"id":"https://openalex.org/I4210149618","display_name":"Guangdong University of Finance","ror":"https://ror.org/04grzdh47","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149618"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dan Li","raw_affiliation_strings":["School of Culture Tourism and Geography Guangdong University of Finance &#x0026; Economics,Guangzhou,P.R. China"],"affiliations":[{"raw_affiliation_string":"School of Culture Tourism and Geography Guangdong University of Finance &#x0026; Economics,Guangzhou,P.R. China","institution_ids":["https://openalex.org/I201459984","https://openalex.org/I4210149618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100350086","display_name":"Yihan Zhang","orcid":"https://orcid.org/0009-0009-5656-5207"},"institutions":[{"id":"https://openalex.org/I201459984","display_name":"Guangdong University Of Finances and Economics","ror":"https://ror.org/0459pv085","country_code":"CN","type":"education","lineage":["https://openalex.org/I201459984"]},{"id":"https://openalex.org/I4210149618","display_name":"Guangdong University of Finance","ror":"https://ror.org/04grzdh47","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149618"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yihan Zhang","raw_affiliation_strings":["School of Culture Tourism and Geography Guangdong University of Finance &#x0026; Economics,Guangzhou,P.R. China"],"affiliations":[{"raw_affiliation_string":"School of Culture Tourism and Geography Guangdong University of Finance &#x0026; Economics,Guangzhou,P.R. China","institution_ids":["https://openalex.org/I201459984","https://openalex.org/I4210149618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101906581","display_name":"Ping Wen","orcid":"https://orcid.org/0000-0002-2102-7427"},"institutions":[{"id":"https://openalex.org/I4210149618","display_name":"Guangdong University of Finance","ror":"https://ror.org/04grzdh47","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149618"]},{"id":"https://openalex.org/I201459984","display_name":"Guangdong University Of Finances and Economics","ror":"https://ror.org/0459pv085","country_code":"CN","type":"education","lineage":["https://openalex.org/I201459984"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Wen","raw_affiliation_strings":["School of Culture Tourism and Geography Guangdong University of Finance &#x0026; Economics,Guangzhou,P.R. China"],"affiliations":[{"raw_affiliation_string":"School of Culture Tourism and Geography Guangdong University of Finance &#x0026; Economics,Guangzhou,P.R. China","institution_ids":["https://openalex.org/I201459984","https://openalex.org/I4210149618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047972081","display_name":"Qiao Jigang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149618","display_name":"Guangdong University of Finance","ror":"https://ror.org/04grzdh47","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149618"]},{"id":"https://openalex.org/I201459984","display_name":"Guangdong University Of Finances and Economics","ror":"https://ror.org/0459pv085","country_code":"CN","type":"education","lineage":["https://openalex.org/I201459984"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jigang Qiao","raw_affiliation_strings":["School of Culture Tourism and Geography Guangdong University of Finance &#x0026; Economics,Guangzhou,P.R. China"],"affiliations":[{"raw_affiliation_string":"School of Culture Tourism and Geography Guangdong University of Finance &#x0026; Economics,Guangzhou,P.R. China","institution_ids":["https://openalex.org/I201459984","https://openalex.org/I4210149618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077418591","display_name":"Yanling Sheng","orcid":null},"institutions":[{"id":"https://openalex.org/I201459984","display_name":"Guangdong University Of Finances and Economics","ror":"https://ror.org/0459pv085","country_code":"CN","type":"education","lineage":["https://openalex.org/I201459984"]},{"id":"https://openalex.org/I4210149618","display_name":"Guangdong University of Finance","ror":"https://ror.org/04grzdh47","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149618"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanling Sheng","raw_affiliation_strings":["School of Culture Tourism and Geography Guangdong University of Finance &#x0026; Economics,Guangzhou,P.R. China"],"affiliations":[{"raw_affiliation_string":"School of Culture Tourism and Geography Guangdong University of Finance &#x0026; Economics,Guangzhou,P.R. China","institution_ids":["https://openalex.org/I201459984","https://openalex.org/I4210149618"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112685415","display_name":"Ruowei Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I201459984","display_name":"Guangdong University Of Finances and Economics","ror":"https://ror.org/0459pv085","country_code":"CN","type":"education","lineage":["https://openalex.org/I201459984"]},{"id":"https://openalex.org/I4210149618","display_name":"Guangdong University of Finance","ror":"https://ror.org/04grzdh47","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210149618"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruowei Lu","raw_affiliation_strings":["School of Culture Tourism and Geography Guangdong University of Finance &#x0026; Economics,Guangzhou,P.R. China"],"affiliations":[{"raw_affiliation_string":"School of Culture Tourism and Geography Guangdong University of Finance &#x0026; Economics,Guangzhou,P.R. China","institution_ids":["https://openalex.org/I201459984","https://openalex.org/I4210149618"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100602329"],"corresponding_institution_ids":["https://openalex.org/I201459984","https://openalex.org/I4210149618"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11260615,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9994999766349792,"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/T10298","display_name":"Urban Transport and Accessibility","score":0.9994999766349792,"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/T10055","display_name":"Diverse Aspects of Tourism Research","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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":0.9922000169754028,"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/geography","display_name":"Geography","score":0.6854642033576965},{"id":"https://openalex.org/keywords/visibility","display_name":"Visibility","score":0.636279821395874},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.5787618160247803},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.5783295631408691},{"id":"https://openalex.org/keywords/questionnaire","display_name":"Questionnaire","score":0.5178132653236389},{"id":"https://openalex.org/keywords/summit","display_name":"Summit","score":0.43809956312179565},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.33973777294158936},{"id":"https://openalex.org/keywords/socioeconomics","display_name":"Socioeconomics","score":0.3247072100639343},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.31873422861099243},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.25690919160842896},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.24668359756469727},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2284007966518402},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1482454240322113},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.13049757480621338},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1047956645488739},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.08614283800125122}],"concepts":[{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.6854642033576965},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.636279821395874},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.5787618160247803},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.5783295631408691},{"id":"https://openalex.org/C59364581","wikidata":"https://www.wikidata.org/wiki/Q747810","display_name":"Questionnaire","level":2,"score":0.5178132653236389},{"id":"https://openalex.org/C2778848561","wikidata":"https://www.wikidata.org/wiki/Q207326","display_name":"Summit","level":2,"score":0.43809956312179565},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.33973777294158936},{"id":"https://openalex.org/C45355965","wikidata":"https://www.wikidata.org/wiki/Q1643441","display_name":"Socioeconomics","level":1,"score":0.3247072100639343},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.31873422861099243},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.25690919160842896},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.24668359756469727},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2284007966518402},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1482454240322113},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.13049757480621338},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1047956645488739},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.08614283800125122},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/geoinformatics57846.2022.9963861","is_oa":false,"landing_page_url":"https://doi.org/10.1109/geoinformatics57846.2022.9963861","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 29th International Conference on Geoinformatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.6000000238418579}],"awards":[{"id":"https://openalex.org/G6189735026","display_name":null,"funder_award_id":"41801304","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2015253688","https://openalex.org/W2042593386","https://openalex.org/W2076730950","https://openalex.org/W2129852009","https://openalex.org/W3035597798"],"related_works":["https://openalex.org/W4241376597","https://openalex.org/W1982074779","https://openalex.org/W3203904831","https://openalex.org/W4230129158","https://openalex.org/W630050097","https://openalex.org/W4246070377","https://openalex.org/W1996312672","https://openalex.org/W2280577319","https://openalex.org/W2352077919","https://openalex.org/W4246682738"],"abstract_inverted_index":{"Studies":[0],"on":[1,220],"tourists'":[2,221],"behaviors":[3],"often":[4],"require":[5],"individual":[6],"background":[7],"and":[8,17,40,63,79,84,128,137,207],"spatio-temporal":[9],"information.":[10],"This":[11],"study":[12],"combined":[13],"a":[14,91,187,216],"questionnaire":[15],"survey":[16],"GPS":[18],"data":[19],"to":[20,50,55,90],"analyze":[21],"the":[22,52,57,75,80,95,119,131,148,154,158,160,168,180,183,193,203,208,211],"visitors":[23,98,111],"of":[24,32,69,97,110,118,139,151,182,186,195,223],"Baiyun":[25],"Mountain":[26],"Scenic":[27],"Area,":[28],"Guangzhou":[29],"in":[30,130,153],"terms":[31],"their":[33],"group":[34],"characteristics,":[35],"activity":[36],"patterns,":[37],"spatial":[38,149],"distribution,":[39],"influencing":[41],"factors.":[42],"Results":[43],"showed":[44],"that":[45,147,179,202],"(1)":[46],"tourists":[47,70,86,152,171],"mostly":[48],"chose":[49],"take":[51],"bus/metro":[53],"(53.06%)":[54],"visit":[56],"scenic":[58],"spot,":[59],"mainly":[60],"for":[61,74,105,135],"relaxing":[62],"unwinding":[64],"(59.18%).":[65],"The":[66,108,121],"largest":[67],"proportion":[68],"visited":[71],"this":[72],"place":[73,161],"first":[76],"time":[77],"(56.12%)":[78],"majority":[81],"was":[82,99,123,166,190],"young":[83],"middle-aged":[85],"(86.74%).":[87],"(2)":[88],"According":[89],"week-long":[92],"observation":[93],"data,":[94],"number":[96,109,194],"low":[100],"from":[101,113,210],"hours":[102,114,126],"1\u20137,":[103],"accounting":[104,116,134],"only":[106],"3.9%.":[107],"increased":[112],"8\u201313,":[115],"27.8%":[117],"visitors.":[120],"peak":[122],"reached":[124],"during":[125],"14\u201319":[127],"receded":[129],"succeeding":[132],"hours,":[133],"40.1%":[136],"28.3%":[138],"all":[140],"visitors,":[141],"respectively.":[142],"(3)":[143],"Density":[144],"analysis":[145,177,200],"revealed":[146,201],"aggregation":[150],"area":[155,169,185],"overlapped":[156],"with":[157,192],"attractions,":[159],"where":[162,170],"attractions":[163],"were":[164,172],"concentrated":[165],"also":[167],"densely":[173],"distributed.":[174],"(4)":[175],"Visibility":[176],"indicated":[178],"size":[181],"viewable":[184],"hiking":[188],"trail":[189],"correlated":[191],"tourists.":[196],"(5)":[197],"Lastly,":[198],"regression":[199],"bus":[204],"route":[205],"(0.822)":[206],"distance":[209],"summit":[212],"park":[213,224],"(0.524)":[214],"had":[215],"relatively":[217],"significant":[218],"influence":[219],"choice":[222],"entrance.":[225]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
