{"id":"https://openalex.org/W2766317780","doi":"https://doi.org/10.1109/tmm.2017.2769444","title":"Check Out This Place: Inferring Ambiance From Airbnb Photos","display_name":"Check Out This Place: Inferring Ambiance From Airbnb Photos","publication_year":2017,"publication_date":"2017-11-02","ids":{"openalex":"https://openalex.org/W2766317780","doi":"https://doi.org/10.1109/tmm.2017.2769444","mag":"2766317780"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2017.2769444","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2017.2769444","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/233582","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006266631","display_name":"Laurent Son Nguyen","orcid":"https://orcid.org/0000-0002-4290-875X"},"institutions":[{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Laurent Son Nguyen","raw_affiliation_strings":["Social Computing Group, Idiap Research Institute, Martigny, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-4290-875X","affiliations":[{"raw_affiliation_string":"Social Computing Group, Idiap Research Institute, Martigny, Switzerland","institution_ids":["https://openalex.org/I7495430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026132686","display_name":"Salvador Ru\u00edz-Correa","orcid":"https://orcid.org/0000-0002-2918-6780"},"institutions":[{"id":"https://openalex.org/I147482076","display_name":"Institute for Scientific and Technological Research","ror":"https://ror.org/03sbzv212","country_code":"MX","type":"funder","lineage":["https://openalex.org/I147482076"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Salvador Ruiz-Correa","raw_affiliation_strings":["Centro Nacional de Superc\u00f3mputo, Instituto Potosino de Investigacion Cientifica y Tecnologica, San Luis Potos\u00ed, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-2918-6780","affiliations":[{"raw_affiliation_string":"Centro Nacional de Superc\u00f3mputo, Instituto Potosino de Investigacion Cientifica y Tecnologica, San Luis Potos\u00ed, Mexico","institution_ids":["https://openalex.org/I147482076"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053531231","display_name":"Marianne Schmid Mast","orcid":"https://orcid.org/0000-0001-5510-610X"},"institutions":[{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Marianne Schmid Mast","raw_affiliation_strings":["Facult\u00e9 des Hautes Etudes Commerciales (HEC Lausanne), Universite de Lausanne, Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0000-0001-5510-610X","affiliations":[{"raw_affiliation_string":"Facult\u00e9 des Hautes Etudes Commerciales (HEC Lausanne), Universite de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I97565354"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012965551","display_name":"Daniel G\u00e1tica-P\u00e9rez","orcid":"https://orcid.org/0000-0001-5488-2182"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]},{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Daniel Gatica-Perez","raw_affiliation_strings":["Ecole Polytechnique Federale de Lausanne (EPFL), Idiap Research Institute, Martigny, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole Polytechnique Federale de Lausanne (EPFL), Idiap Research Institute, Martigny, Switzerland","institution_ids":["https://openalex.org/I7495430","https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006266631"],"corresponding_institution_ids":["https://openalex.org/I7495430"],"apc_list":null,"apc_paid":null,"fwci":3.0912,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.92556855,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"20","issue":"6","first_page":"1499","last_page":"1511"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12392","display_name":"Sharing Economy and Platforms","score":0.9973999857902527,"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"}},"topics":[{"id":"https://openalex.org/T12392","display_name":"Sharing Economy and Platforms","score":0.9973999857902527,"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"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9775000214576721,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T10055","display_name":"Diverse Aspects of Tourism Research","score":0.9179999828338623,"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/computer-science","display_name":"Computer science","score":0.7774360179901123},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.7444769144058228},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5944740176200867},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.551924467086792},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.43807631731033325},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40696531534194946},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38902485370635986},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.31109219789505005}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7774360179901123},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.7444769144058228},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5944740176200867},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.551924467086792},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.43807631731033325},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40696531534194946},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38902485370635986},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.31109219789505005},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tmm.2017.2769444","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2017.2769444","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"},{"id":"pmh:oai:infoscience.epfl.ch:233582","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/233582","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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:iris.unil.ch:iris/241942","is_oa":false,"landing_page_url":"https://iris.unil.ch/handle/iris/241942","pdf_url":null,"source":{"id":"https://openalex.org/S7407055444","display_name":"IRIS","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"},{"id":"pmh:oai:serval.unil.ch:BIB_DE97AC6887BF","is_oa":false,"landing_page_url":"https://serval.unil.ch/notice/serval:BIB_DE97AC6887BF","pdf_url":null,"source":{"id":"https://openalex.org/S4306401797","display_name":"SERVAL (Universit\u00e9 de Lausanne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210093590","host_organization_name":"Swiss School of Archaeology in Greece","host_organization_lineage":["https://openalex.org/I4210093590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Multimedia, vol. 20, no. 6, pp. 1499-1511","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:233582","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/233582","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5899999737739563}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320915","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052"},{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"},{"id":"https://openalex.org/F4320323831","display_name":"Universit\u00e9 de Lausanne","ror":"https://ror.org/019whta54"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W204268067","https://openalex.org/W265421414","https://openalex.org/W1503049217","https://openalex.org/W1545618741","https://openalex.org/W1606858007","https://openalex.org/W1896080482","https://openalex.org/W1938565953","https://openalex.org/W1968147892","https://openalex.org/W2007114004","https://openalex.org/W2008037924","https://openalex.org/W2012592962","https://openalex.org/W2028327917","https://openalex.org/W2028979196","https://openalex.org/W2029685001","https://openalex.org/W2048835603","https://openalex.org/W2058670587","https://openalex.org/W2095163463","https://openalex.org/W2097117768","https://openalex.org/W2103163130","https://openalex.org/W2105175049","https://openalex.org/W2108872542","https://openalex.org/W2113764854","https://openalex.org/W2117539524","https://openalex.org/W2134670479","https://openalex.org/W2151401338","https://openalex.org/W2154683974","https://openalex.org/W2155541015","https://openalex.org/W2155893237","https://openalex.org/W2158155099","https://openalex.org/W2162090451","https://openalex.org/W2162915993","https://openalex.org/W2163605009","https://openalex.org/W2168117362","https://openalex.org/W2171322814","https://openalex.org/W2189185151","https://openalex.org/W2197374847","https://openalex.org/W2269646235","https://openalex.org/W2280746192","https://openalex.org/W2340989736","https://openalex.org/W2345254477","https://openalex.org/W2404573916","https://openalex.org/W2515223471","https://openalex.org/W2524874498","https://openalex.org/W2548263680","https://openalex.org/W2618530766","https://openalex.org/W2911964244","https://openalex.org/W2962834398","https://openalex.org/W3125596464","https://openalex.org/W4235273229","https://openalex.org/W4294375521","https://openalex.org/W4297964221","https://openalex.org/W6608313692","https://openalex.org/W6636412649","https://openalex.org/W6675781969","https://openalex.org/W6679792166","https://openalex.org/W6682778277","https://openalex.org/W6687114945"],"related_works":["https://openalex.org/W3032998312","https://openalex.org/W1503094549","https://openalex.org/W4384486036","https://openalex.org/W135177976","https://openalex.org/W2337920774","https://openalex.org/W4318823662","https://openalex.org/W2886410948","https://openalex.org/W2025875869","https://openalex.org/W2037004935","https://openalex.org/W2081472162"],"abstract_inverted_index":{"Airbnb":[0,23,35,77],"is":[1,14],"changing":[2],"the":[3,6,17,44,49,54,59,81,111,135,140,149,164,185],"landscape":[4],"of":[5,43,62,67,71,110,151,155,163,178,190],"hospitality":[7],"industry,":[8],"and":[9,84,89,98,120,170],"to":[10,53,93,137,161],"this":[11],"day,":[12],"little":[13],"known":[15],"about":[16,22],"inferences":[18],"that":[19,102,117],"guests":[20,36],"make":[21],"listings.":[24],"Our":[25,113],"work":[26],"constitutes":[27],"a":[28,144,188],"first":[29,38],"attempt":[30],"at":[31],"understanding":[32],"how":[33],"potential":[34],"form":[37],"impressions":[39,66,154],"from":[40,69,134],"images,":[41,78],"one":[42],"main":[45],"modalities":[46],"featured":[47],"on":[48,73,80,96,157,184],"platform.":[50],"We":[51,75,129],"contribute":[52],"multimedia":[55],"community":[56],"by":[57,167],"proposing":[58],"novel":[60],"task":[61],"automatically":[63,138],"predicting":[64,152],"human":[65],"ambiance":[68,99,153],"pictures":[70],"listings":[72],"Airbnb.":[74],"collected":[76],"focusing":[79],"countries":[82],"Switzerland":[83],"Mexico":[85],"as":[86],"case":[87],"studies,":[88],"used":[90],"crowdsourcing":[91],"mechanisms":[92],"gather":[94],"annotations":[95],"physical":[97,119],"attributes,":[100],"finding":[101],"agreement":[103],"among":[104],"raters":[105],"was":[106],"high":[107],"for":[108],"most":[109],"attributes.":[112],"cluster":[114],"analysis":[115],"showed":[116],"both":[118],"psychological":[121],"attributes":[122],"could":[123],"be":[124],"grouped":[125],"into":[126],"three":[127],"clusters.":[128],"then":[130],"extracted":[131],"state-of-the-art":[132],"features":[133],"images":[136],"infer":[139],"annotated":[141],"variables":[142],"in":[143],"regression":[145],"task.":[146],"Results":[147],"show":[148],"feasibility":[150],"homes":[156],"Airbnb,":[158],"with":[159],"up":[160],"42%":[162],"variance":[165],"explained":[166],"our":[168],"model,":[169],"best":[171],"results":[172],"were":[173],"obtained":[174],"using":[175],"activation":[176],"layers":[177],"deep":[179],"convolutional":[180],"neural":[181],"networks":[182],"trained":[183],"Places":[186],"dataset,":[187],"collection":[189],"scene-centric":[191],"images.":[192]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2017-11-10T00:00:00"}