{"id":2019,"date":"2025-05-08T10:01:42","date_gmt":"2025-05-08T13:01:42","guid":{"rendered":"https:\/\/sbbd.org.br\/2025\/?page_id=2019"},"modified":"2025-08-01T15:37:21","modified_gmt":"2025-08-01T18:37:21","slug":"ds4sg","status":"publish","type":"page","link":"https:\/\/sbbd.org.br\/2025\/ds4sg\/","title":{"rendered":"DS4SG"},"content":{"rendered":"<h1><span style=\"font-weight: 400;\">DS4SG \u2013 Data Science for Social Good Brazilian Workshop<\/span><\/h1>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">O DS4SG tem por finalidade discutir como a pesquisa em Ci\u00eancia de Dados pode contribuir para solucionar problemas desafiadores enfrentados pelas sociedades atuais, como, por exemplo: a promo\u00e7\u00e3o da sa\u00fade coletiva, da seguran\u00e7a p\u00fablica e do desenvolvimento sustent\u00e1vel, dentre outros. Com esse prop\u00f3sito, o DS4SG reunir\u00e1 profissionais de diferentes vertentes da pesquisa em Ci\u00eancia de Dados e abordar\u00e1 uma ampla variedade de dom\u00ednios de aplica\u00e7\u00e3o, proporcionando um f\u00f3rum para compartilhar iniciativas e criar oportunidades de colabora\u00e7\u00e3o para trabalhos futuros. Neste sentido, o DS4SG busca atrair artigos que apresentem aplica\u00e7\u00f5es e m\u00e9todos da Ci\u00eancia de Dados voltados para o Bem Social, ou seja, que busquem enfrentar os importantes e urgentes desafios da sociedade contempor\u00e2nea. Incentiva-se fortemente a submiss\u00e3o de trabalhos multidisciplinares, envolvendo, al\u00e9m da computa\u00e7\u00e3o, outras \u00e1reas do conhecimento, tais como, sociologia, jornalismo, direito, teologia, dentre outras.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Temas de Interesse<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">T\u00f3picos de interesse particular incluem, mas n\u00e3o se limitam a:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Combate a crimes ambientais;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Seguran\u00e7a p\u00fablica;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Assist\u00eancia em caso de desastres;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Mobilidade urbana;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Acesso a alimentos, \u00e1gua, saneamento e servi\u00e7os b\u00e1sicos;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Efici\u00eancia e sustentabilidade;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Mudan\u00e7as clim\u00e1ticas;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Jornalismo de dados;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Servi\u00e7os de cidade inteligente;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Educa\u00e7\u00e3o;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Servi\u00e7os sociais, desemprego e popula\u00e7\u00e3o sem-teto;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sa\u00fade e bem-estar;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Apoio \u00e0s pessoas com defici\u00eancia;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Consumo e produ\u00e7\u00e3o respons\u00e1veis;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Igualdade de g\u00eanero;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Discrimina\u00e7\u00e3o contra minorias;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Quest\u00f5es \u00e9ticas, justi\u00e7a e responsabilidade;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Confiabilidade, interpretabilidade e n\u00e3o discrimina\u00e7\u00e3o algor\u00edtmica;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Democracia, Ativismo Pol\u00edtico e Mil\u00edcias Digitais;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Minera\u00e7\u00e3o de redes sociais;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Dissemina\u00e7\u00e3o de informa\u00e7\u00f5es nas redes sociais;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Reputa\u00e7\u00e3o social, influ\u00eancia e confian\u00e7a;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Boatos e marketing viral em redes sociais;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Modelagem do comportamento social;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sistemas de recomenda\u00e7\u00e3o social;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Seguran\u00e7a e privacidade em contextos sociais;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">An\u00e1lise de sentimentos e minera\u00e7\u00e3o de opini\u00f5es;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Desinforma\u00e7\u00e3o e deep fake;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Predi\u00e7\u00e3o de eventos sociais (cyberbullying e cyberterrorismo);<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Produ\u00e7\u00e3o de alimentos agroecol\u00f3gicos;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Acesso das popula\u00e7\u00f5es \u00e0 ci\u00eancia, tecnologia e inova\u00e7\u00e3o;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sustentabilidade financeira das popula\u00e7\u00f5es;<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Submiss\u00e3o<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Artigos submetidos para o DS4SG devem ser escritos em portugu\u00eas, ingl\u00eas ou espanhol, possuir obrigatoriamente um resumo em ingl\u00eas, estar no<\/span><a href=\"https:\/\/www.sbc.org.br\/documentos-da-sbc\/summary\/169-templates-para-artigos-e-capitulos-de-livros\/878-modelosparapublicacaodeartigos\"><span style=\"font-weight: 400;\"> formato da SBC<\/span><\/a><span style=\"font-weight: 400;\">, ter entre <\/span><i><span style=\"font-weight: 400;\">6 e 10 p\u00e1ginas<\/span><\/i><span style=\"font-weight: 400;\"> e ser enviados eletronicamente, em formato PDF, via<\/span><span style=\"font-weight: 400;\"> JEMS<\/span><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">As submiss\u00f5es de artigos ser\u00e3o avaliadas de acordo com os seguintes crit\u00e9rios: adequa\u00e7\u00e3o ao escopo do DS4SG, relev\u00e2ncia, qualidade t\u00e9cnica, originalidade e clareza. Artigos descrevendo trabalhos preliminares e em andamento tamb\u00e9m podem ser submetidos. Resultados s\u00e3o desej\u00e1veis, mas n\u00e3o obrigat\u00f3rios. Todos os artigos devem ter uma se\u00e7\u00e3o explicando trabalhos relacionados. Os artigos ser\u00e3o revisados por pares, e os artigos selecionados ser\u00e3o publicados nos anais e devem ser apresentados durante o workshop. O DS4SG ser\u00e1 realizado em modo presencial, com apresenta\u00e7\u00f5es ao vivo. Desta forma, pelo menos um dos autores deve estar inscrito no SBBD\/DSSG e apresentar o trabalho selecionado. <strong>As submiss\u00f5es devem ser realizadas no sistema <a href=\"https:\/\/jems.sbc.org.br\/home.cgi?c=4695\">JEMS<\/a><\/strong>.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Datas Importantes<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u2013 Data limite para submiss\u00e3o: <del>20 de junho, 2025<\/del>\u00a0 &#8211; 6 de julho, 2025 [PRAZO FIRME]<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u2013 Notifica\u00e7\u00e3o de trabalhos aceitos: at\u00e9\u00a0 <del>18 de junho, 2025<\/del> &#8211; 04 de agosto, 2025\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u2013 Vers\u00e3o final para publica\u00e7\u00e3o nos anais: at\u00e9 <del>01 de agosto, 2025<\/del> &#8211; 8 de agosto, 2025\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Comit\u00ea de Programa<\/span><\/h2>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ana Carolina Almeida, UERJ;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Angelo Brayner, UFC;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Arlino Henrique Magalh\u00e3es de Ara\u00fajo, UFPI;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Danielo Gon\u00e7alves Gomes, UFC;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Elis\u00e2ngela da Silva Rodrigues, UFC;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Gabriel Paillard, UFC;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Gisele Pappa, UFMG;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Helena Martins do R\u00eago Barreto, UFC;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Jo\u00e3o Paulo Bandeira de Souza, IFCE;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Jo\u00e3o Paulo do Vale Madeiro, UFC;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Jonice Oliveira, UFRJ;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Jos\u00e9 Maria Monteiro, UFC;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Jos\u00e9 Wellington Franco, UFC;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Juv\u00eancio Santos Nobre, UFC;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Kaline Ara\u00fajo Mendes de Souza, UNILAB;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Luis Enrique Z\u00e1rate G\u00e1lvez, PUC-Minas;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Maria Jacqueline Batista, UFC;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Mirella Moro, UFMG;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Nuk\u00e1cia Meyre Silva Ara\u00fajo, UECE;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Pedro Jorge Chaves Mour\u00e3o, UNITINS;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Rafael B. Azevedo, UFC;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">R\u00e9gia Talina Silva Ara\u00fajo, IFCE;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Rejane Cunha Freitas, Centro Universit\u00e1rio Est\u00e1cio do Cear\u00e1;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ronaldo Menezes, University of Exeter;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sergio Lifschitz, PUC-Rio<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Coordena\u00e7\u00e3o<\/span><\/h2>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Jos\u00e9 Maria Monteiro, UFC<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Luis Zarate, PUC-Minas<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sergio Lifschitz, PUC-Rioa<\/span><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>DS4SG \u2013 Data Science for Social Good Brazilian Workshop &nbsp; O DS4SG tem por finalidade discutir como a pesquisa em Ci\u00eancia de Dados pode contribuir para solucionar problemas desafiadores enfrentados pelas sociedades atuais, como, por exemplo: a promo\u00e7\u00e3o da sa\u00fade coletiva, da seguran\u00e7a p\u00fablica e do desenvolvimento sustent\u00e1vel, dentre outros. Com esse prop\u00f3sito, o DS4SG [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-2019","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sbbd.org.br\/2025\/wp-json\/wp\/v2\/pages\/2019","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sbbd.org.br\/2025\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sbbd.org.br\/2025\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sbbd.org.br\/2025\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/sbbd.org.br\/2025\/wp-json\/wp\/v2\/comments?post=2019"}],"version-history":[{"count":9,"href":"https:\/\/sbbd.org.br\/2025\/wp-json\/wp\/v2\/pages\/2019\/revisions"}],"predecessor-version":[{"id":4267,"href":"https:\/\/sbbd.org.br\/2025\/wp-json\/wp\/v2\/pages\/2019\/revisions\/4267"}],"wp:attachment":[{"href":"https:\/\/sbbd.org.br\/2025\/wp-json\/wp\/v2\/media?parent=2019"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}