{"id":"https://openalex.org/W1991476421","doi":"https://doi.org/10.1145/2820426.2820447","title":"Brazil Around the World","display_name":"Brazil Around the World","publication_year":2015,"publication_date":"2015-10-27","ids":{"openalex":"https://openalex.org/W1991476421","doi":"https://doi.org/10.1145/2820426.2820447","mag":"1991476421"},"language":"en","primary_location":{"id":"doi:10.1145/2820426.2820447","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2820426.2820447","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st Brazilian Symposium on Multimedia and the Web","raw_type":"proceedings-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/A5109352872","display_name":"Johnnatan Messias","orcid":null},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Johnnatan Messias","raw_affiliation_strings":["Federal University of Minas Gerais (UFMG), Belo Horizonte/MG, Brazil","Federal University of Minas Gerais - UFMG, Belo Horizonte (MG), Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Minas Gerais (UFMG), Belo Horizonte/MG, Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Federal University of Minas Gerais - UFMG, Belo Horizonte (MG), Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020779955","display_name":"Gabriel Magno","orcid":"https://orcid.org/0000-0002-7274-3116"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gabriel Magno","raw_affiliation_strings":["Federal University of Minas Gerais (UFMG), Belo Horizonte/MG, Brazil","Federal University of Minas Gerais - UFMG, Belo Horizonte (MG), Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Minas Gerais (UFMG), Belo Horizonte/MG, Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Federal University of Minas Gerais - UFMG, Belo Horizonte (MG), Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085054435","display_name":"Fabr\u00ed\u00adcio Benevenuto","orcid":"https://orcid.org/0000-0001-6875-6259"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fabr\u00edcio Benevenuto","raw_affiliation_strings":["Federal University of Minas Gerais (UFMG), Belo Horizonte/MG, Brazil","Federal University of Minas Gerais - UFMG, Belo Horizonte (MG), Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Minas Gerais (UFMG), Belo Horizonte/MG, Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Federal University of Minas Gerais - UFMG, Belo Horizonte (MG), Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086714399","display_name":"Adriano Veloso","orcid":"https://orcid.org/0000-0002-9177-4954"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Adriano Veloso","raw_affiliation_strings":["Federal University of Minas Gerais (UFMG), Belo Horizonte/MG, Brazil","Federal University of Minas Gerais - UFMG, Belo Horizonte (MG), Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Minas Gerais (UFMG), Belo Horizonte/MG, Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Federal University of Minas Gerais - UFMG, Belo Horizonte (MG), Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058840149","display_name":"Virg\u0131\u0301lio Almeida","orcid":"https://orcid.org/0000-0001-6452-0361"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Virg\u00edlio Almeida","raw_affiliation_strings":["Federal University of Minas Gerais (UFMG), Belo Horizonte/MG, Brazil","Federal University of Minas Gerais - UFMG, Belo Horizonte (MG), Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Minas Gerais (UFMG), Belo Horizonte/MG, Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Federal University of Minas Gerais - UFMG, Belo Horizonte (MG), Brazil","institution_ids":["https://openalex.org/I110200422"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.66,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.81041602,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"85","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9988999962806702,"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/T10349","display_name":"Migration and Labor Dynamics","score":0.9914000034332275,"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/T11648","display_name":"Diaspora, migration, transnational identity","score":0.9638000130653381,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"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/pagerank","display_name":"PageRank","score":0.6999961137771606},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6786566972732544},{"id":"https://openalex.org/keywords/reciprocity","display_name":"Reciprocity (cultural anthropology)","score":0.6652629375457764},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6492574214935303},{"id":"https://openalex.org/keywords/emigration","display_name":"Emigration","score":0.5707842111587524},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5680208206176758},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5169369578361511},{"id":"https://openalex.org/keywords/clustering-coefficient","display_name":"Clustering coefficient","score":0.5001282691955566},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4598146378993988},{"id":"https://openalex.org/keywords/internet-users","display_name":"Internet users","score":0.43496352434158325},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39210405945777893},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37874314188957214},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.37443768978118896},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33426719903945923},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.2890635132789612},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.21290266513824463},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.11022603511810303}],"concepts":[{"id":"https://openalex.org/C2779172887","wikidata":"https://www.wikidata.org/wiki/Q184316","display_name":"PageRank","level":2,"score":0.6999961137771606},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6786566972732544},{"id":"https://openalex.org/C169903001","wikidata":"https://www.wikidata.org/wiki/Q3264987","display_name":"Reciprocity (cultural anthropology)","level":2,"score":0.6652629375457764},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6492574214935303},{"id":"https://openalex.org/C104151175","wikidata":"https://www.wikidata.org/wiki/Q187668","display_name":"Emigration","level":2,"score":0.5707842111587524},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5680208206176758},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5169369578361511},{"id":"https://openalex.org/C22047676","wikidata":"https://www.wikidata.org/wiki/Q898680","display_name":"Clustering coefficient","level":3,"score":0.5001282691955566},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4598146378993988},{"id":"https://openalex.org/C3019036681","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"Internet users","level":3,"score":0.43496352434158325},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39210405945777893},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37874314188957214},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.37443768978118896},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33426719903945923},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.2890635132789612},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.21290266513824463},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.11022603511810303},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2820426.2820447","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2820426.2820447","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st Brazilian Symposium on Multimedia and the Web","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7799999713897705}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W116070692","https://openalex.org/W199749264","https://openalex.org/W1984133550","https://openalex.org/W1986328020","https://openalex.org/W2095502139","https://openalex.org/W2125705164","https://openalex.org/W2133990480","https://openalex.org/W2169200297","https://openalex.org/W2997591727","https://openalex.org/W3024417731","https://openalex.org/W4206070857"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525","https://openalex.org/W628465749"],"abstract_inverted_index":{"Currently":[0],"available":[1],"data":[2,37,47,57],"about":[3],"people":[4],"whose":[5],"left":[6],"their":[7],"home":[8],"country":[9,15],"to":[10,34,63,72,90],"live":[11],"in":[12,48,121],"a":[13,76],"foreign":[14],"does":[16],"not":[17],"adequately":[18],"capture":[19],"the":[20,36,39,49,59,98,102,114],"standards":[21],"of":[22,67,116,130],"contemporary":[23],"global":[24],"migration":[25,31],"flows.":[26],"A":[27],"new":[28],"trend":[29],"for":[30,108,113],"studies":[32],"is":[33],"study":[35,80],"from":[38,58],"Internet,":[40],"either":[41],"by":[42],"Social":[43],"Networks":[44],"or":[45],"other":[46],"WEB.":[50],"In":[51],"this":[52],"study,":[53],"we":[54],"collected":[55],"users":[56,69,119],"social":[60],"network":[61,99],"Google+":[62],"investigate":[64],"which":[65],"features":[66,89,100],"Brazilian":[68,117],"are":[70],"relevant":[71,112],"classify":[73],"them":[74],"as":[75],"possible":[77],"emigrant.":[78],"Our":[79,94],"uses":[81],"machine":[82],"learning":[83],"techniques,":[84],"SVM.":[85],"We":[86],"selected":[87],"some":[88],"compose":[91],"our":[92],"dataset.":[93],"results":[95],"show":[96],"that":[97,104],"were":[101],"ones":[103],"had":[105],"greater":[106],"capacity":[107],"discrimination.":[109],"The":[110],"most":[111],"prediction":[115],"emigrants":[118],"are,":[120],"order:":[122],"reciprocity,":[123],"PageRank,":[124],"in-degree,":[125],"clustering":[126],"coefficient":[127],"and":[128],"ratio":[129],"incoming":[131],"foreigners.":[132]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
