{"id":"https://openalex.org/W4400733991","doi":"https://doi.org/10.3390/ijgi13070256","title":"Enhancing Place Emotion Analysis with Multi-View Emotion Recognition from Geo-Tagged Photos: A Global Tourist Attraction Perspective","display_name":"Enhancing Place Emotion Analysis with Multi-View Emotion Recognition from Geo-Tagged Photos: A Global Tourist Attraction Perspective","publication_year":2024,"publication_date":"2024-07-16","ids":{"openalex":"https://openalex.org/W4400733991","doi":"https://doi.org/10.3390/ijgi13070256"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi13070256","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi13070256","pdf_url":null,"source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/ijgi13070256","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100445118","display_name":"Yu Wang","orcid":"https://orcid.org/0000-0001-8873-4778"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Wang","raw_affiliation_strings":["School of Geography and Information Engineering, China University of Geosciences, Wuhan 430078, China"],"affiliations":[{"raw_affiliation_string":"School of Geography and Information Engineering, China University of Geosciences, Wuhan 430078, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021637713","display_name":"Shunping Zhou","orcid":"https://orcid.org/0000-0002-2697-3383"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shunping Zhou","raw_affiliation_strings":["National Engineering Research Center for Geographic Information System, Wuhan 430078, China","School of Computer Science, China University of Geosciences, Wuhan 430078, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Geographic Information System, Wuhan 430078, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan 430078, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063647157","display_name":"Qingfeng Guan","orcid":"https://orcid.org/0000-0002-7392-3709"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingfeng Guan","raw_affiliation_strings":["National Engineering Research Center for Geographic Information System, Wuhan 430078, China","School of Geography and Information Engineering, China University of Geosciences, Wuhan 430078, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Geographic Information System, Wuhan 430078, China","institution_ids":[]},{"raw_affiliation_string":"School of Geography and Information Engineering, China University of Geosciences, Wuhan 430078, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100386847","display_name":"Fang Fang","orcid":"https://orcid.org/0000-0001-8969-8879"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Fang","raw_affiliation_strings":["National Engineering Research Center for Geographic Information System, Wuhan 430078, China","School of Computer Science, China University of Geosciences, Wuhan 430078, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Geographic Information System, Wuhan 430078, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan 430078, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100662840","display_name":"Yang Ni","orcid":"https://orcid.org/0000-0002-3606-9208"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ni Yang","raw_affiliation_strings":["School of Geography and Information Engineering, China University of Geosciences, Wuhan 430078, China"],"affiliations":[{"raw_affiliation_string":"School of Geography and Information Engineering, China University of Geosciences, Wuhan 430078, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100316788","display_name":"K. L. Li","orcid":"https://orcid.org/0009-0007-2120-4845"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kanglin Li","raw_affiliation_strings":["School of Computer Science, China University of Geosciences, Wuhan 430078, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan 430078, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100753233","display_name":"Yuanyuan Liu","orcid":"https://orcid.org/0000-0003-0465-3976"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuanyuan Liu","raw_affiliation_strings":["National Engineering Research Center for Geographic Information System, Wuhan 430078, China","School of Computer Science, China University of Geosciences, Wuhan 430078, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Geographic Information System, Wuhan 430078, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science, China University of Geosciences, Wuhan 430078, China","institution_ids":["https://openalex.org/I3124059619"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100753233"],"corresponding_institution_ids":["https://openalex.org/I3124059619"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.4021,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.58673296,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"13","issue":"7","first_page":"256","last_page":"256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.8055999875068665,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.8055999875068665,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13955","display_name":"Evaluation Methods in Various Fields","score":0.8039000034332275,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"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/T10055","display_name":"Diverse Aspects of Tourism Research","score":0.7930999994277954,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.7708519697189331},{"id":"https://openalex.org/keywords/attraction","display_name":"Attraction","score":0.7250047326087952},{"id":"https://openalex.org/keywords/tourism","display_name":"Tourism","score":0.6650471687316895},{"id":"https://openalex.org/keywords/tourist-attraction","display_name":"Tourist attraction","score":0.5990486145019531},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.42762404680252075},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.4272818863391876},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.42605945467948914},{"id":"https://openalex.org/keywords/negative-emotion","display_name":"Negative emotion","score":0.4167143702507019},{"id":"https://openalex.org/keywords/aesthetics","display_name":"Aesthetics","score":0.3463878035545349},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.30870896577835083},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.27335062623023987},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.26136261224746704},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.24091392755508423},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20809659361839294},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1246720552444458},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.10164347290992737},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.08208662271499634}],"concepts":[{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.7708519697189331},{"id":"https://openalex.org/C2778364177","wikidata":"https://www.wikidata.org/wiki/Q2247133","display_name":"Attraction","level":2,"score":0.7250047326087952},{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.6650471687316895},{"id":"https://openalex.org/C2992680743","wikidata":"https://www.wikidata.org/wiki/Q570116","display_name":"Tourist attraction","level":3,"score":0.5990486145019531},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.42762404680252075},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.4272818863391876},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.42605945467948914},{"id":"https://openalex.org/C3020014160","wikidata":"https://www.wikidata.org/wiki/Q6987190","display_name":"Negative emotion","level":2,"score":0.4167143702507019},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.3463878035545349},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30870896577835083},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.27335062623023987},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.26136261224746704},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.24091392755508423},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20809659361839294},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1246720552444458},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.10164347290992737},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.08208662271499634},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/ijgi13070256","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi13070256","pdf_url":null,"source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:94250612dab7466a8e2f04d561d268e9","is_oa":true,"landing_page_url":"https://doaj.org/article/94250612dab7466a8e2f04d561d268e9","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information, Vol 13, Iss 7, p 256 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/ijgi13070256","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi13070256","pdf_url":null,"source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4271941372","display_name":null,"funder_award_id":"62076227","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W317957491","https://openalex.org/W639708223","https://openalex.org/W1555242687","https://openalex.org/W1988210118","https://openalex.org/W1993197473","https://openalex.org/W2023556467","https://openalex.org/W2033702744","https://openalex.org/W2043789959","https://openalex.org/W2062309657","https://openalex.org/W2100010394","https://openalex.org/W2117539524","https://openalex.org/W2159380167","https://openalex.org/W2194775991","https://openalex.org/W2318059273","https://openalex.org/W2555872356","https://openalex.org/W2752782242","https://openalex.org/W2765791814","https://openalex.org/W2766843989","https://openalex.org/W2790805646","https://openalex.org/W2793118916","https://openalex.org/W2883019185","https://openalex.org/W2891165779","https://openalex.org/W2904964376","https://openalex.org/W2944710259","https://openalex.org/W2944851425","https://openalex.org/W2946410230","https://openalex.org/W2953975365","https://openalex.org/W3001529617","https://openalex.org/W3016932173","https://openalex.org/W3020346178","https://openalex.org/W3025742428","https://openalex.org/W3026380219","https://openalex.org/W3034552680","https://openalex.org/W3083248314","https://openalex.org/W3086790032","https://openalex.org/W3143635792","https://openalex.org/W3151457741","https://openalex.org/W3196228261","https://openalex.org/W3210277500","https://openalex.org/W3211819147","https://openalex.org/W4200480376","https://openalex.org/W4206998227","https://openalex.org/W4214518113","https://openalex.org/W4295308405","https://openalex.org/W4308739591","https://openalex.org/W4311983224","https://openalex.org/W4318980730","https://openalex.org/W4319990047","https://openalex.org/W4386424911","https://openalex.org/W4392739357","https://openalex.org/W4394008338","https://openalex.org/W6620707391","https://openalex.org/W6658889521","https://openalex.org/W6674967138","https://openalex.org/W6762900718","https://openalex.org/W6846436366","https://openalex.org/W6847421597","https://openalex.org/W6857179748","https://openalex.org/W6862579257","https://openalex.org/W7066990553"],"related_works":["https://openalex.org/W2554386751","https://openalex.org/W3042927137","https://openalex.org/W2385218775","https://openalex.org/W2613002217","https://openalex.org/W2789263704","https://openalex.org/W2301475638","https://openalex.org/W2391598972","https://openalex.org/W2386526804","https://openalex.org/W3106990943","https://openalex.org/W2361941732"],"abstract_inverted_index":{"User-generated":[0],"geo-tagged":[1],"photos":[2],"(UGPs)":[3],"have":[4,34],"emerged":[5],"as":[6,55],"a":[7,90],"valuable":[8],"tool":[9],"for":[10,78,212],"analyzing":[11,24,38],"large-scale":[12],"tourist":[13,80,132,183],"place":[14,81,122,135,163,175,184,195],"emotions":[15,26,100,105,123,129,228],"with":[16,28,134],"unprecedented":[17],"detail.":[18],"This":[19,44],"process":[20],"involves":[21],"extracting":[22],"and":[23,58,106,147,162,170,199,219,229],"human":[25],"associated":[27],"specific":[29],"locations.":[30],"However,":[31],"previous":[32],"studies":[33],"been":[35],"limited":[36],"to":[37,96,119,152],"individual":[39],"faces":[40],"in":[41],"the":[42,50,126,138,142,154,157,179,200,224],"UGPs.":[43,85],"approach":[45],"falls":[46],"short":[47],"of":[48,156,167,182],"representing":[49],"contextual":[51],"scene":[52,60,107],"characteristics,":[53],"such":[54],"environmental":[56],"elements":[57],"overall":[59,180],"context,":[61],"which":[62],"may":[63],"contain":[64],"implicit":[65,108],"emotional":[66],"knowledge.":[67],"To":[68],"address":[69],"this":[70],"issue,":[71],"we":[72,87,112,140],"propose":[73],"an":[74,114],"innovative":[75],"computational":[76],"framework":[77,192,208],"global":[79],"emotion":[82,116,143,176,185,196,204],"analysis":[83,197,215],"leveraging":[84],"Specifically,":[86],"first":[88],"introduce":[89],"Multi-view":[91],"Graph":[92],"Fusion":[93],"Network":[94],"(M-GFN)":[95],"effectively":[97],"recognize":[98],"multi-view":[99,128],"from":[101],"UGPs,":[102],"considering":[103],"crowd":[104],"sentiment.":[109],"After":[110],"that,":[111],"designed":[113],"attraction-specific":[115,174],"index":[117,145],"(AEI)":[118],"quantitatively":[120],"measure":[121],"based":[124],"on":[125],"identified":[127],"at":[130],"various":[131,213],"attractions":[133],"types.":[136],"Complementing":[137],"AEI,":[139,168],"employ":[141],"intensity":[144],"(EII)":[146],"Pearson":[148],"correlation":[149],"coefficient":[150],"(PCC)":[151],"deepen":[153],"exploration":[155],"association":[158],"between":[159,227],"attraction":[160],"types":[161],"emotions.":[164],"The":[165],"synergy":[166],"EII,":[169],"PCC":[171],"allows":[172],"comprehensive":[173],"extraction,":[177],"enhancing":[178],"quality":[181],"analysis.":[186],"Extensive":[187],"experiments":[188],"demonstrate":[189],"that":[190],"our":[191],"enhances":[193],"existing":[194],"methods,":[198],"M-GFN":[201],"outperforms":[202],"state-of-the-art":[203],"recognition":[205],"methods.":[206],"Our":[207],"can":[209],"be":[210],"adapted":[211],"geo-emotion":[214],"tasks,":[216],"like":[217],"recognizing":[218],"regulating":[220],"workplace":[221],"emotions,":[222],"underscoring":[223],"intrinsic":[225],"link":[226],"geographic":[230],"contexts.":[231]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}