{"id":"https://openalex.org/W4390664389","doi":"https://doi.org/10.1080/13658816.2023.2298299","title":"A knowledge-guided visualization framework of disaster scenes for helping the public cognize risk information","display_name":"A knowledge-guided visualization framework of disaster scenes for helping the public cognize risk information","publication_year":2024,"publication_date":"2024-01-07","ids":{"openalex":"https://openalex.org/W4390664389","doi":"https://doi.org/10.1080/13658816.2023.2298299"},"language":"en","primary_location":{"id":"doi:10.1080/13658816.2023.2298299","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2023.2298299","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/A5002320979","display_name":"Jun Zhu","orcid":"https://orcid.org/0000-0001-8944-2355"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Zhu","raw_affiliation_strings":["Department of Surveying and Geo-Informatics, Southwest Jiaotong University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surveying and Geo-Informatics, Southwest Jiaotong University, Chengdu, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103144496","display_name":"Jinbin Zhang","orcid":"https://orcid.org/0009-0001-0824-7775"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinbin Zhang","raw_affiliation_strings":["Department of Surveying and Geo-Informatics, Southwest Jiaotong University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surveying and Geo-Informatics, Southwest Jiaotong University, Chengdu, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046744673","display_name":"Qing Zhu","orcid":"https://orcid.org/0000-0002-0485-4965"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Zhu","raw_affiliation_strings":["Department of Surveying and Geo-Informatics, Southwest Jiaotong University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surveying and Geo-Informatics, Southwest Jiaotong University, Chengdu, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079521507","display_name":"Weilian Li","orcid":"https://orcid.org/0000-0003-3991-3002"},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Weilian Li","raw_affiliation_strings":["Institute of Geodesy and Geoinformation, University of Bonn, Bonn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Geodesy and Geoinformation, University of Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I135140700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039349089","display_name":"Jianlin Wu","orcid":"https://orcid.org/0000-0003-1186-3621"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianlin Wu","raw_affiliation_strings":["Department of Surveying and Geo-Informatics, Southwest Jiaotong University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surveying and Geo-Informatics, Southwest Jiaotong University, Chengdu, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025998657","display_name":"Yukun Guo","orcid":"https://orcid.org/0000-0002-7437-5038"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yukun Guo","raw_affiliation_strings":["Department of Surveying and Geo-Informatics, Southwest Jiaotong University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surveying and Geo-Informatics, Southwest Jiaotong University, Chengdu, China","institution_ids":["https://openalex.org/I4800084"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5103144496"],"corresponding_institution_ids":["https://openalex.org/I4800084"],"apc_list":null,"apc_paid":null,"fwci":90.3446,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.99936421,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"38","issue":"4","first_page":"626","last_page":"653"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9984999895095825,"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":0.9984999895095825,"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":0.9799000024795532,"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/T11106","display_name":"Data Management and Algorithms","score":0.9580000042915344,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/visualization","display_name":"Visualization","score":0.7761338353157043},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7191656231880188},{"id":"https://openalex.org/keywords/scene-graph","display_name":"Scene graph","score":0.554928183555603},{"id":"https://openalex.org/keywords/emergency-management","display_name":"Emergency management","score":0.4747474789619446},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.4114142954349518},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3887020945549011},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.33458012342453003},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24168965220451355},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23219993710517883},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.11683207750320435}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7761338353157043},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7191656231880188},{"id":"https://openalex.org/C179372163","wikidata":"https://www.wikidata.org/wiki/Q1406181","display_name":"Scene graph","level":3,"score":0.554928183555603},{"id":"https://openalex.org/C62555980","wikidata":"https://www.wikidata.org/wiki/Q1460420","display_name":"Emergency management","level":2,"score":0.4747474789619446},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.4114142954349518},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3887020945549011},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33458012342453003},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24168965220451355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23219993710517883},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.11683207750320435},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/13658816.2023.2298299","is_oa":false,"landing_page_url":"https://doi.org/10.1080/13658816.2023.2298299","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":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.800000011920929}],"awards":[{"id":"https://openalex.org/G1338976411","display_name":null,"funder_award_id":"42201446","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4171306671","display_name":null,"funder_award_id":"2022YFC3005703","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4704368447","display_name":null,"funder_award_id":"42271424","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7884907075","display_name":null,"funder_award_id":"42171397","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"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W153886719","https://openalex.org/W1506583902","https://openalex.org/W1522529670","https://openalex.org/W1932208521","https://openalex.org/W1942169943","https://openalex.org/W2012172914","https://openalex.org/W2036637204","https://openalex.org/W2042713681","https://openalex.org/W2051314392","https://openalex.org/W2051353742","https://openalex.org/W2055609675","https://openalex.org/W2059886011","https://openalex.org/W2063198664","https://openalex.org/W2091905004","https://openalex.org/W2144221821","https://openalex.org/W2157662302","https://openalex.org/W2160321432","https://openalex.org/W2181368788","https://openalex.org/W2189642020","https://openalex.org/W2598329754","https://openalex.org/W2600293137","https://openalex.org/W2609806254","https://openalex.org/W2618543527","https://openalex.org/W2754621450","https://openalex.org/W2768560021","https://openalex.org/W2790618090","https://openalex.org/W2801081735","https://openalex.org/W2807880351","https://openalex.org/W2895464094","https://openalex.org/W2896006854","https://openalex.org/W2903355219","https://openalex.org/W2911375751","https://openalex.org/W2912281062","https://openalex.org/W2917232760","https://openalex.org/W2921938575","https://openalex.org/W2942890002","https://openalex.org/W3007727831","https://openalex.org/W3010505837","https://openalex.org/W3014019749","https://openalex.org/W3020385061","https://openalex.org/W3030849758","https://openalex.org/W3033755576","https://openalex.org/W3042728352","https://openalex.org/W3044454105","https://openalex.org/W3109971682","https://openalex.org/W3132693042","https://openalex.org/W3135207602","https://openalex.org/W3187233122","https://openalex.org/W3215760518","https://openalex.org/W4206628879","https://openalex.org/W4223986678","https://openalex.org/W4234578127","https://openalex.org/W4281623152","https://openalex.org/W4301372595","https://openalex.org/W4304997115","https://openalex.org/W4362672182","https://openalex.org/W4382786984","https://openalex.org/W4385766451","https://openalex.org/W4385782742","https://openalex.org/W4388197461"],"related_works":["https://openalex.org/W2109940557","https://openalex.org/W2466832359","https://openalex.org/W2068608913","https://openalex.org/W3172493050","https://openalex.org/W1582019636","https://openalex.org/W1499005795","https://openalex.org/W1536183945","https://openalex.org/W2593798266","https://openalex.org/W2070126461","https://openalex.org/W4385420271"],"abstract_inverted_index":{"As":[0],"an":[1,39,153],"important":[2],"application":[3],"of":[4,69,78,100,143,171],"virtual":[5,9,22,83,144],"geographic":[6,66],"environments":[7],"(VGEs),":[8],"disaster":[10,23,49,59,70,84,101,116,145,162,181,188],"scenes":[11,71,85,146],"are":[12,86],"essential":[13],"in":[14,38,194],"enhancing":[15],"the":[16,34,55,76,79,82,134,140,185],"public's":[17,35,56],"risk":[18],"awareness.":[19],"However,":[20],"existing":[21],"scene":[24,50,60,102,117,163],"visualization":[25,52,61,142,164],"methods":[26],"lack":[27],"expert":[28],"guidance":[29,77],"and":[30,64,89,96,123,151,175,183,190,198],"fail":[31],"to":[32],"meet":[33],"requirements,":[36],"resulting":[37],"ineffective":[40],"public":[41,186],"understanding.":[42],"Therefore,":[43],"this":[44],"paper":[45],"proposes":[46],"a":[47,65,93,112,120],"knowledge-guided":[48],"3D":[51],"framework.":[53],"First,":[54],"demand":[57],"for":[58,104,115,147],"is":[62,72,107],"analyzed,":[63],"knowledge":[67,80,170],"graph":[68],"constructed.":[73],"Second,":[74],"through":[75],"graph,":[81],"fusion":[87],"modeled":[88],"suitability":[90],"represented.":[91],"Third,":[92],"diverse":[94],"organization":[95],"adaptive":[97,141],"scheduling":[98],"method":[99,136],"data":[103],"multi-computing":[105],"devices":[106,150],"established.":[108],"Finally,":[109],"we":[110],"developed":[111],"prototype":[113],"system":[114],"visualization,":[118],"selected":[119],"typical":[121],"disaster,":[122],"conducted":[124],"cognitive":[125],"experiments":[126],"with":[127,160],"eye-tracking":[128],"technology.":[129],"The":[130],"results":[131],"show":[132],"that":[133],"proposed":[135],"can":[137,178],"effectively":[138,179],"support":[139],"four":[148],"computing":[149],"maintain":[152],"efficient":[154],"frame":[155],"rate.":[156],"In":[157],"addition,":[158],"compared":[159],"other":[161],"methods,":[165],"our":[166],"framework":[167],"incorporates":[168],"semantic":[169],"scene,":[172],"user,":[173],"demand,":[174],"space.":[176],"It":[177],"convey":[180],"information":[182],"help":[184],"cognize":[187],"risks":[189],"has":[191],"significant":[192],"advantages":[193],"modeling":[195],"standardization,":[196],"personalization,":[197],"adaptability.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":24},{"year":2024,"cited_by_count":18}],"updated_date":"2026-05-31T08:46:17.908082","created_date":"2025-10-10T00:00:00"}