{"id":"https://openalex.org/W4390879447","doi":"https://doi.org/10.1080/15230406.2023.2293891","title":"A web-based geovisualization framework for exploratory analysis of individual VGI contributor\u2019s participation characteristics","display_name":"A web-based geovisualization framework for exploratory analysis of individual VGI contributor\u2019s participation characteristics","publication_year":2024,"publication_date":"2024-01-15","ids":{"openalex":"https://openalex.org/W4390879447","doi":"https://doi.org/10.1080/15230406.2023.2293891"},"language":"en","primary_location":{"id":"doi:10.1080/15230406.2023.2293891","doi":"https://doi.org/10.1080/15230406.2023.2293891","is_oa":false,"landing_page_url":"https://doi.org/10.1080/15230406.2023.2293891","pdf_url":null,"source":{"id":"https://openalex.org/S189706386","display_name":"Cartography and Geographic Information Science","issn_l":"1523-0406","issn":["1523-0406","1545-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-d","jufo-2","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cartography and Geographic Information Science","raw_type":"journal-article"},"volume":null,"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/A5036846196","display_name":"Guiming Zhang","orcid":"https://orcid.org/0000-0001-7064-2138","observed_orcids":["https://orcid.org/0000-0001-7064-2138"]},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Guiming Zhang","raw_affiliation_strings":["University of Denver","Department of Geography & the Environment, University of Denver, CO, USA"],"raw_orcid":"https://orcid.org/0000-0001-7064-2138","affiliations":[{"raw_affiliation_string":"University of Denver","institution_ids":["https://openalex.org/I131651094"]},{"raw_affiliation_string":"Department of Geography & the Environment, University of Denver, CO, USA","institution_ids":["https://openalex.org/I131651094"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5036846196"],"corresponding_institution_ids":["https://openalex.org/I131651094"],"apc_list":null,"apc_paid":null,"fwci":4.1879,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.92692954,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"52","issue":"2","first_page":"199","last_page":"219"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"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/T10757","display_name":"Geographic Information Systems Studies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/volunteered-geographic-information","display_name":"volunteered geographic information","score":0.996999979019165},{"id":"https://openalex.org/keywords/participation-patterns","display_name":"participation patterns","score":0.8209999799728394},{"id":"https://openalex.org/keywords/geovisual-analytics","display_name":"geovisual analytics","score":0.9819999933242798},{"id":"https://openalex.org/keywords/inaturalist","display_name":"iNaturalist","score":0.8790000081062317},{"id":"https://openalex.org/keywords/citizen-science","display_name":"citizen science","score":0.7850000262260437},{"id":"https://openalex.org/keywords/biodiversity-data","display_name":"biodiversity data","score":0.7120000123977661},{"id":"https://openalex.org/keywords/social-interaction-patterns","display_name":"social interaction patterns","score":0.734000027179718}],"concepts":[{"id":"https://openalex.org/C57380593","wikidata":"https://www.wikidata.org/wiki/Q933625","display_name":"Volunteered geographic information","level":2,"score":0.9893973469734192},{"id":"https://openalex.org/C12380541","wikidata":"https://www.wikidata.org/wiki/Q58300","display_name":"Geovisualization","level":4,"score":0.8445578217506409},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6382739543914795},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.6053703427314758},{"id":"https://openalex.org/C197352329","wikidata":"https://www.wikidata.org/wiki/Q1093434","display_name":"Citizen science","level":2,"score":0.5895257592201233},{"id":"https://openalex.org/C93692415","wikidata":"https://www.wikidata.org/wiki/Q1502030","display_name":"Thematic map","level":2,"score":0.5527726411819458},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5287482142448425},{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.4890469014644623},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4798130989074707},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3738606572151184},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.31524932384490967},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2646142244338989},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.24750858545303345},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2432290017604828},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.125972718000412},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.10421490669250488},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09980461001396179},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/15230406.2023.2293891","doi":"https://doi.org/10.1080/15230406.2023.2293891","is_oa":false,"landing_page_url":"https://doi.org/10.1080/15230406.2023.2293891","pdf_url":null,"source":{"id":"https://openalex.org/S189706386","display_name":"Cartography and Geographic Information Science","issn_l":"1523-0406","issn":["1523-0406","1545-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-d","jufo-2","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cartography and Geographic Information Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320311641","display_name":"University of Denver","ror":"https://ror.org/04w7skc03"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W206849058","https://openalex.org/W1519327417","https://openalex.org/W1562217941","https://openalex.org/W1982914465","https://openalex.org/W1989750313","https://openalex.org/W1992154601","https://openalex.org/W1993502890","https://openalex.org/W2006480939","https://openalex.org/W2025160127","https://openalex.org/W2045513878","https://openalex.org/W2063655617","https://openalex.org/W2064254707","https://openalex.org/W2085154695","https://openalex.org/W2092005920","https://openalex.org/W2095995927","https://openalex.org/W2112308368","https://openalex.org/W2127305212","https://openalex.org/W2159452819","https://openalex.org/W2170122838","https://openalex.org/W2171671453","https://openalex.org/W2189625117","https://openalex.org/W2335799079","https://openalex.org/W2336882399","https://openalex.org/W2465804542","https://openalex.org/W2483416192","https://openalex.org/W2516131201","https://openalex.org/W2520472678","https://openalex.org/W2549412929","https://openalex.org/W2580549766","https://openalex.org/W2606977703","https://openalex.org/W2750351539","https://openalex.org/W2757146646","https://openalex.org/W2775680376","https://openalex.org/W2800520279","https://openalex.org/W2884725175","https://openalex.org/W2943903733","https://openalex.org/W2945319864","https://openalex.org/W2945374472","https://openalex.org/W2977374928","https://openalex.org/W2996149315","https://openalex.org/W3008352878","https://openalex.org/W3010911662","https://openalex.org/W3040328767","https://openalex.org/W3092450323","https://openalex.org/W3105667161","https://openalex.org/W3120103991","https://openalex.org/W3122978181","https://openalex.org/W3124276395","https://openalex.org/W3125729391","https://openalex.org/W3133617843","https://openalex.org/W3155875153","https://openalex.org/W3158092856","https://openalex.org/W3177031848","https://openalex.org/W3179442182","https://openalex.org/W3198420049","https://openalex.org/W3203299823","https://openalex.org/W4205340234","https://openalex.org/W4207034516","https://openalex.org/W4214643604","https://openalex.org/W4246277771","https://openalex.org/W4248904126","https://openalex.org/W4254094886","https://openalex.org/W4285393889","https://openalex.org/W6961857840"],"related_works":["https://openalex.org/W3135153611","https://openalex.org/W568966587","https://openalex.org/W4281614533","https://openalex.org/W2795815194","https://openalex.org/W2980556879","https://openalex.org/W6947525794","https://openalex.org/W2969850002","https://openalex.org/W2228678518","https://openalex.org/W2959129322","https://openalex.org/W1493707013"],"abstract_inverted_index":{"Understanding":[0],"the":[1,51,81,89,109,119,169],"participation":[2,15,39,52,68,83,124,129,163,176],"characteristics":[3,84,177],"of":[4,24,41,48,54,65,85,91,123],"VGI":[5,26,66,86,106,157,175],"(volunteered":[6],"geographic":[7],"information)":[8],"contributors":[9,87],"is":[10,45,149,167],"important":[11],"as":[12],"their":[13],"active":[14],"and":[16,37,71,95,121,134,138,140,180],"consistent":[17],"data":[18,103],"contribution":[19],"are":[20],"key":[21],"to":[22,61,115,143,151,155,172],"success":[23],"any":[25],"project.":[27],"Existing":[28],"studies":[29],"on":[30,35,105,118],"this":[31,78],"matter":[32],"focused":[33],"primarily":[34],"deriving":[36],"interpreting":[38],"patterns":[40,125],"contributor":[42,162],"groups.":[43],"There":[44],"a":[46,62,73],"lack":[47],"investigation":[49],"into":[50],"pattern":[53,130],"individual":[55],"contributors,":[56],"which":[57],"can":[58],"be":[59,152],"complementary":[60],"comprehensive":[63],"understanding":[64],"contributors\u2019":[67],"characteristics.":[69],"Building":[70],"using":[72],"custom":[74],"web-based":[75],"geovisualization":[76,147,179],"framework,":[77],"study":[79],"explores":[80],"individual-level":[82,161,174],"from":[88,108],"perspectives":[90],"spatial,":[92],"temporal,":[93],"thematic,":[94],"social":[96],"interaction":[97],"patterns.":[98,164],"I":[99],"conducted":[100],"geovisual":[101,181],"exploratory":[102],"analysis":[104],"datasets":[107,158],"iNaturalist":[110],"biodiversity":[111],"citizen":[112],"science":[113],"project":[114],"gain":[116],"intuitions":[117],"clustering":[120],"variabilities":[122],"in":[126],"iNaturalist,":[127],"detect":[128],"shifts":[131],"over":[132],"time":[133],"form":[135],"explanation":[136],"hypotheses,":[137],"assess":[139],"develop":[141],"metrics":[142],"measure":[144],"participation.":[145],"The":[146],"framework":[148],"expected":[150],"generally":[153],"applicable":[154],"other":[156],"for":[159],"exploring":[160],"This":[165],"work":[166],"among":[168],"first":[170],"efforts":[171],"explore":[173],"through":[178],"analytics.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2024-01-16T00:00:00"}