{"id":"https://openalex.org/W3022770881","doi":"https://doi.org/10.1631/fitee.1900631","title":"TDIVis: visual analysis of tourism destination images","display_name":"TDIVis: visual analysis of tourism destination images","publication_year":2020,"publication_date":"2020-04-01","ids":{"openalex":"https://openalex.org/W3022770881","doi":"https://doi.org/10.1631/fitee.1900631","mag":"3022770881"},"language":"en","primary_location":{"id":"doi:10.1631/fitee.1900631","is_oa":false,"landing_page_url":"https://doi.org/10.1631/fitee.1900631","pdf_url":null,"source":{"id":"https://openalex.org/S4210189857","display_name":"Frontiers of Information Technology & Electronic Engineering","issn_l":"2095-9184","issn":["2095-9184","2095-9230"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers of Information Technology &amp; Electronic Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050680454","display_name":"Mengqi Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng-qi Cao","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, 610065, China"],"raw_orcid":"https://orcid.org/0000-0001-6693-6870","affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, 610065, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018211633","display_name":"Jing Liang","orcid":"https://orcid.org/0000-0003-0025-6260"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Liang","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, 610065, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, 610065, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016645937","display_name":"Mingzhao Li","orcid":"https://orcid.org/0000-0001-6164-6401"},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ming-zhao Li","raw_affiliation_strings":["School of Science, RMIT University, Melbourne, Victoria, 3000, Australia"],"raw_orcid":"https://orcid.org/0000-0001-6164-6401","affiliations":[{"raw_affiliation_string":"School of Science, RMIT University, Melbourne, Victoria, 3000, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085230883","display_name":"Zhenghao Zhou","orcid":"https://orcid.org/0000-0002-1929-0015"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zheng-hao Zhou","raw_affiliation_strings":["College of Engineering Science and Mechanics, Virginia Tech, Blacksburg, VA, 24061, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering Science and Mechanics, Virginia Tech, Blacksburg, VA, 24061, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050314106","display_name":"Min Zhu","orcid":"https://orcid.org/0000-0002-5664-1558"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Zhu","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, 610065, China"],"raw_orcid":"https://orcid.org/0000-0002-5664-1558","affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, 610065, China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.4077,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.94902006,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"21","issue":"4","first_page":"536","last_page":"557"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10055","display_name":"Diverse Aspects of Tourism Research","score":0.9908000230789185,"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"}},"topics":[{"id":"https://openalex.org/T10055","display_name":"Diverse Aspects of Tourism Research","score":0.9908000230789185,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9843999743461609,"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/T10145","display_name":"Consumer Behavior in Brand Consumption and Identification","score":0.9735999703407288,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7734969854354858},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7702630162239075},{"id":"https://openalex.org/keywords/tourism","display_name":"Tourism","score":0.7672358751296997},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.6225182414054871},{"id":"https://openalex.org/keywords/destination-image","display_name":"Destination image","score":0.6157575249671936},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.5971647500991821},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.509914755821228},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.49933576583862305},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34007543325424194},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.326235830783844},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3230277895927429},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.27817922830581665},{"id":"https://openalex.org/keywords/destinations","display_name":"Destinations","score":0.23638039827346802},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1656719148159027}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7734969854354858},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7702630162239075},{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.7672358751296997},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.6225182414054871},{"id":"https://openalex.org/C2779910172","wikidata":"https://www.wikidata.org/wiki/Q30692888","display_name":"Destination image","level":4,"score":0.6157575249671936},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.5971647500991821},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.509914755821228},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.49933576583862305},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34007543325424194},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.326235830783844},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3230277895927429},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.27817922830581665},{"id":"https://openalex.org/C2776687071","wikidata":"https://www.wikidata.org/wiki/Q5265193","display_name":"Destinations","level":3,"score":0.23638039827346802},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1656719148159027},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1631/fitee.1900631","is_oa":false,"landing_page_url":"https://doi.org/10.1631/fitee.1900631","pdf_url":null,"source":{"id":"https://openalex.org/S4210189857","display_name":"Frontiers of Information Technology & Electronic Engineering","issn_l":"2095-9184","issn":["2095-9184","2095-9230"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers of Information Technology &amp; Electronic Engineering","raw_type":"journal-article"},{"id":"pmh:oai:alma.61RMIT_INST:11254733040001341","is_oa":false,"landing_page_url":"https://doi.org/10.1631/FITEE.1900631","pdf_url":null,"source":{"id":"https://openalex.org/S4306402074","display_name":"RMIT Research Repository (RMIT University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82951845","host_organization_name":"RMIT University","host_organization_lineage":["https://openalex.org/I82951845"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:figshare.com:article/27530145","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/27530145","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1901365844","https://openalex.org/W2060041453","https://openalex.org/W2064459199","https://openalex.org/W2070938469","https://openalex.org/W2094963988","https://openalex.org/W2103978234","https://openalex.org/W2130150515","https://openalex.org/W2145626010","https://openalex.org/W2158309895","https://openalex.org/W2163659824","https://openalex.org/W2292548112","https://openalex.org/W2296681290","https://openalex.org/W2325121967","https://openalex.org/W2346238835","https://openalex.org/W2510507909","https://openalex.org/W2542347617","https://openalex.org/W2548350064","https://openalex.org/W2579737817","https://openalex.org/W2597405392","https://openalex.org/W2600239586","https://openalex.org/W2610572891","https://openalex.org/W2755457990","https://openalex.org/W2766258773","https://openalex.org/W2780371460","https://openalex.org/W2792814519","https://openalex.org/W2806974968","https://openalex.org/W2810322413","https://openalex.org/W2891771286","https://openalex.org/W2969392396","https://openalex.org/W2980473689","https://openalex.org/W6600351811"],"related_works":["https://openalex.org/W2362367986","https://openalex.org/W2164148949","https://openalex.org/W348707231","https://openalex.org/W2367042334","https://openalex.org/W2386397052","https://openalex.org/W2064719069","https://openalex.org/W4388458745","https://openalex.org/W3041760129","https://openalex.org/W2354573892","https://openalex.org/W2979848642"],"abstract_inverted_index":{"The":[0,148],"study":[1],"of":[2,7,131,146,152],"tourism":[3,12,22,37],"destination":[4,30,46,52,66,85],"images":[5],"is":[6,34,93,124],"great":[8],"significance":[9],"in":[10,58,68],"the":[11,19,50,55,65,97,101,143],"discipline.":[13],"Tourism":[14],"user-generated":[15],"content":[16],"(UGC),":[17],"i.e.,":[18],"feedback":[20],"on":[21],"websites,":[23],"provides":[24],"rich":[25],"information":[26],"for":[27,36,142],"constructing":[28],"a":[29,41,73,82,88,117,136,160],"image.":[31,86],"However,":[32],"it":[33],"difficult":[35],"researchers":[38],"to":[39,49,95,126],"obtain":[40],"relatively":[42,83],"complete":[43],"and":[44,61,64,104,112,134,150,159],"intuitive":[45],"image":[47,53,99],"due":[48],"unintuitive":[51],"display,":[54],"significant":[56],"variance":[57],"departure":[59],"time":[60,109],"data":[62],"length,":[63],"type":[67],"UGC.":[69],"We":[70],"propose":[71],"TDIVis,":[72],"carefully":[74],"designed":[75],"visual":[76,138],"analytics":[77],"system,":[78],"aimed":[79],"at":[80],"obtaining":[81],"comprehensive":[84],"Specifically,":[87],"keyword-based":[89],"sentiment":[90],"visualization":[91,122],"method":[92,123,141],"proposed":[94,125],"associate":[96,127],"cognitive":[98],"with":[100],"emotional":[102],"image,":[103],"by":[105],"this":[106],"method,":[107],"both":[108],"evolution":[110],"analysis":[111,114],"classification":[113],"are":[115,154],"considered;":[116],"multi-attribute":[118,144],"association":[119],"double":[120],"sequence":[121],"two":[128],"different":[129],"types":[130],"text":[132],"sequences":[133],"provide":[135],"dynamic":[137],"encoding":[139],"interaction":[140],"characteristics":[145],"sequences.":[147],"effectiveness":[149],"usability":[151],"TDIVis":[153],"demonstrated":[155],"through":[156],"four":[157],"cases":[158],"user":[161],"study.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
