{"id":"https://openalex.org/W4311935989","doi":"https://doi.org/10.1007/s11042-022-14296-8","title":"Detecting and locating trending places using multimodal social network data","display_name":"Detecting and locating trending places using multimodal social network data","publication_year":2022,"publication_date":"2022-12-20","ids":{"openalex":"https://openalex.org/W4311935989","doi":"https://doi.org/10.1007/s11042-022-14296-8"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-022-14296-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-022-14296-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-022-14296-8.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11042-022-14296-8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103183723","display_name":"Luis Lucas","orcid":"https://orcid.org/0000-0002-8607-5147"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Luis Lucas","raw_affiliation_strings":["Institute of Informatics Research, University of Alicante, Ctra San Vicente del Raspeig, San Vicente del Raspeig, 03690, Alicante, Spain"],"raw_orcid":"https://orcid.org/0000-0002-8607-5147","affiliations":[{"raw_affiliation_string":"Institute of Informatics Research, University of Alicante, Ctra San Vicente del Raspeig, San Vicente del Raspeig, 03690, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014858583","display_name":"David Tom\u00e1s","orcid":"https://orcid.org/0000-0003-3287-9366"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"David Tom\u00e1s","raw_affiliation_strings":["Institute of Informatics Research, University of Alicante, Ctra San Vicente del Raspeig, San Vicente del Raspeig, 03690, Alicante, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Informatics Research, University of Alicante, Ctra San Vicente del Raspeig, San Vicente del Raspeig, 03690, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079599826","display_name":"Jos\u00e9 Garc\u00eda\u2010Rodr\u00edguez","orcid":"https://orcid.org/0000-0002-7798-3055"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose Garcia-Rodriguez","raw_affiliation_strings":["Institute of Informatics Research, University of Alicante, Ctra San Vicente del Raspeig, San Vicente del Raspeig, 03690, Alicante, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Informatics Research, University of Alicante, Ctra San Vicente del Raspeig, San Vicente del Raspeig, 03690, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5103183723"],"corresponding_institution_ids":["https://openalex.org/I130194489"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":{"value":2890,"currency":"USD","value_usd":2890},"fwci":0.405,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.56759226,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"82","issue":"24","first_page":"38097","last_page":"38116"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9965999722480774,"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"}},"topics":[{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9965999722480774,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9897000193595886,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9749000072479248,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.9166036248207092},{"id":"https://openalex.org/keywords/geolocation","display_name":"Geolocation","score":0.8188227415084839},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.7227458953857422},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6113153696060181},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5476800203323364},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5182375907897949},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4982779026031494},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38225337862968445},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37499451637268066},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.23697549104690552}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9166036248207092},{"id":"https://openalex.org/C22041718","wikidata":"https://www.wikidata.org/wiki/Q638949","display_name":"Geolocation","level":2,"score":0.8188227415084839},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7227458953857422},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6113153696060181},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5476800203323364},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5182375907897949},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4982779026031494},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38225337862968445},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37499451637268066},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.23697549104690552},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11042-022-14296-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-022-14296-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-022-14296-8.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},{"id":"pmh:oai:rua.ua.es:10045/130538","is_oa":true,"landing_page_url":"http://hdl.handle.net/10045/130538","pdf_url":null,"source":{"id":"https://openalex.org/S4306400416","display_name":"Repositorio Institucional de la Universidad de Alicante (Universidad de Alicante)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130194489","host_organization_name":"University of Alicante","host_organization_lineage":["https://openalex.org/I130194489"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s11042-022-14296-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-022-14296-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-022-14296-8.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.5299999713897705}],"awards":[{"id":"https://openalex.org/G1422035950","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320321864","funder_display_name":"Generalitat Valenciana"},{"id":"https://openalex.org/G1622782223","display_name":null,"funder_award_id":"MCIN/AEI/10","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G1643949827","display_name":null,"funder_award_id":"AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G1714292816","display_name":null,"funder_award_id":"MCIN/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320321864","funder_display_name":"Generalitat Valenciana"},{"id":"https://openalex.org/G2262748287","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G277293819","display_name":null,"funder_award_id":"GVA- COVID19/2021/103","funder_id":"https://openalex.org/F4320336489","funder_display_name":"Conselleria de Innovaci\u00f3n, Universidades, Ciencia y Sociedad Digital, Generalitat Valenciana"},{"id":"https://openalex.org/G300979063","display_name":null,"funder_award_id":"10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3219925899","display_name":null,"funder_award_id":"MCIN/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G4045093968","display_name":null,"funder_award_id":"MCIN/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G410571670","display_name":null,"funder_award_id":"10.13039/501100011033","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G451917667","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G5080475149","display_name":null,"funder_award_id":"10.13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5539308778","display_name":null,"funder_award_id":"AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G5967599077","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G7084143925","display_name":null,"funder_award_id":"AEI/10","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7266728691","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7535663061","display_name":null,"funder_award_id":"AEI/10.","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8734086056","display_name":null,"funder_award_id":"TED2021-130890B-C21","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320311011","display_name":"Universidad de Alicante","ror":"https://ror.org/05t8bcz72"},{"id":"https://openalex.org/F4320321864","display_name":"Generalitat Valenciana","ror":"https://ror.org/0097mvx21"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null},{"id":"https://openalex.org/F4320336489","display_name":"Conselleria de Innovaci\u00f3n, Universidades, Ciencia y Sociedad Digital, Generalitat Valenciana","ror":null},{"id":"https://openalex.org/F4320338357","display_name":"FP7 Science in Society","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4311935989.pdf","grobid_xml":"https://content.openalex.org/works/W4311935989.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W641531867","https://openalex.org/W1583837637","https://openalex.org/W2117539524","https://openalex.org/W2194775991","https://openalex.org/W2517927228","https://openalex.org/W2936150952","https://openalex.org/W2950865409","https://openalex.org/W2963341956","https://openalex.org/W2963389687","https://openalex.org/W2964325095","https://openalex.org/W2970231061","https://openalex.org/W2973131549","https://openalex.org/W2981165461","https://openalex.org/W2999678654","https://openalex.org/W3016138882","https://openalex.org/W3034773362","https://openalex.org/W3088417321","https://openalex.org/W3105354225","https://openalex.org/W3137384391","https://openalex.org/W3164782458","https://openalex.org/W3180463990","https://openalex.org/W3200316406","https://openalex.org/W3202054320","https://openalex.org/W3210592264","https://openalex.org/W3211643415","https://openalex.org/W4205727320","https://openalex.org/W4213313560","https://openalex.org/W4221070578","https://openalex.org/W4306809506","https://openalex.org/W4376226279","https://openalex.org/W6600617704","https://openalex.org/W6601323341","https://openalex.org/W6601680507","https://openalex.org/W6603536506","https://openalex.org/W6608078136","https://openalex.org/W6678156880"],"related_works":["https://openalex.org/W2163194970","https://openalex.org/W3105229732","https://openalex.org/W2799094075","https://openalex.org/W2892370851","https://openalex.org/W2945387931","https://openalex.org/W2187946387","https://openalex.org/W17155033","https://openalex.org/W2052024186","https://openalex.org/W2939141610","https://openalex.org/W68214382"],"abstract_inverted_index":{"Abstract":[0],"This":[1,24],"paper":[2],"presents":[3],"a":[4,83,126],"machine":[5],"learning-based":[6],"classifier":[7],"for":[8,55,71,116,128],"detecting":[9],"points":[10],"of":[11,17,31,58,74,123],"interest":[12],"through":[13],"the":[14,27,32,56,59,72,129],"combined":[15],"use":[16],"images":[18,75,91],"and":[19,45,76,92,98,145],"text":[20],"from":[21],"social":[22],"networks.":[23],"model":[25],"exploits":[26],"transfer":[28],"learning":[29],"capabilities":[30],"neural":[33,66],"network":[34,67],"architecture":[35],"CLIP":[36],"(Contrastive":[37],"Language-Image":[38],"Pre-Training)":[39],"in":[40,94,125,138,150],"multimodal":[41,51,152],"environments":[42],"using":[43],"image":[44],"text.":[46],"Different":[47],"methodologies":[48],"based":[49],"on":[50],"information":[52,115,141],"are":[53,69],"explored":[54],"geolocation":[57],"places":[60,101,124],"detected.":[61],"To":[62],"this":[63,151],"end,":[64],"pre-trained":[65],"models":[68],"used":[70],"classification":[73],"their":[77],"associated":[78],"texts.":[79],"The":[80,132],"result":[81],"is":[82,142],"system":[84],"that":[85,102],"allows":[86],"creating":[87],"new":[88],"synergies":[89],"between":[90],"texts":[93],"order":[95],"to":[96],"detect":[97],"geolocate":[99],"trending":[100],"has":[103],"not":[104],"been":[105],"previously":[106],"tagged":[107],"by":[108],"any":[109],"other":[110],"means,":[111],"providing":[112],"potentially":[113],"relevant":[114,146],"tasks":[117],"such":[118],"as":[119],"cataloging":[120],"specific":[121],"types":[122],"city":[127],"tourism":[130],"industry.":[131],"experiments":[133],"carried":[134],"out":[135],"reveal":[136],"that,":[137],"general,":[139],"textual":[140],"more":[143],"accurate":[144],"than":[147],"visual":[148],"cues":[149],"setting.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
