{"id":12648,"date":"2019-11-14T12:19:00","date_gmt":"2019-11-14T11:19:00","guid":{"rendered":"https:\/\/www.fundacionbankinter.org\/noticias\/ciencia-de-datos\/"},"modified":"2025-12-01T23:35:55","modified_gmt":"2025-12-01T22:35:55","slug":"ciencia-de-datos","status":"publish","type":"noticias","link":"https:\/\/www.fundacionbankinter.org\/en\/news\/ciencia-de-datos\/","title":{"rendered":"Data Science"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Data science is a s<strong>et of tools that emerged out of the intersection of math and statistics, IT, business management, corporate knowledge and other relevant sectors.&nbsp;<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.fundacionbankinter.org\/en\/experts\/nuria-oliver\/\" target=\"_blank\" rel=\"noreferrer noopener\">Nuria Oliver<\/a>&nbsp;says a new field within data science, computational social science, leverages large-scale, aggregated behavioral data in order to verify social science theories. For the last ten years, Oliver has also been working in an area of computational social science:&nbsp;<strong>data science for social good.&nbsp;<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The goal of this area is to&nbsp;<strong>leverage the analysis and processing of massive data sets<\/strong>&nbsp;in order to make better decisions in fields like public health, financial inclusion, climate change or emergency relief during natural disasters.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Data science needs data.<\/strong>&nbsp;Every year, we generate more data than in the previous 5,000 years combined, and the ability to interpret it is increasingly becoming an incredibly valuable asset in today\u2019s economy. According to a European Commission report, the European data economy will be worth over 700 billion next year, as long as favorable policy and legislation is implemented in time and investment in ICTs is promoted.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Data science also needs science.<\/strong>&nbsp;It\u2019s good to have the data, but if you don\u2019t know how to use it, the data becomes digital waste. We need to know how to interpret data\u2013large volumes of unstructured data\u2013 which are invisible and incomprehensible without science and its disciplines, particularly data-driven machine learning.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Data Science | Nuria Oliver\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/t_dYpNbt3Ys?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">According to our FTF experts,\u00a0<strong>i<\/strong>t <strong>must improve in 6 main areas:\u00a0<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">1. Computational-privacy violation<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2. Biased social exclusion or discrimination&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">3. Asymmetry in informational skills (there\u2019s plenty of data, but most of it is in the hands of private actors)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">4. Opacity and lack of transparency<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">5. Veracity<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">6. Ethics<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><a href=\"https:\/\/www.nuriaoliver.com\/papers\/Oliver_FATEN.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">FATEN algorithms<\/a><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">In addition, data science will, in the future, have to process data using&nbsp;<strong>FATEN algorithms,<\/strong>&nbsp;which take into account:&nbsp;&#8211; <strong>F<\/strong>&nbsp;for<em>&nbsp;fairness<\/em>, focusing on non-discrimination and cooperation&nbsp;&#8211;<strong> A<\/strong>&nbsp;for&nbsp;<em>autonomy, accountability y augmented,<\/em>&nbsp;referring to the need to preserve human sovereignty, clear accountability and models that increase \u2013not replace\u2013 human intelligence- <strong>T<\/strong>&nbsp;for&nbsp;<em>trust and transparency<\/em>&#8211; <strong>E<\/strong>&nbsp;for<em>&nbsp;education and beneficence<\/em>&#8211;<strong> N<\/strong>&nbsp;for&nbsp;<em>non-maleficence<\/em>, minimizing the negative aspects and ensuring a minimum level of reliability, reproducibility and caution, always preserving people\u2019s privacy.&nbsp;&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data science is a set of tools that emerged out of the intersection of math and statistics, IT, business management, corporate knowledge and other relevant sectors.\u00a0<\/p>\n","protected":false},"featured_media":12630,"template":"","meta":{"_acf_changed":false,"_oaas_summary":"Data science is an interdisciplinary field combining mathematics, statistics, IT, business, and corporate knowledge to analyze large data sets. Nuria Oliver highlights a specialized area within data science called computational social science, which uses aggregated behavioral data to test social science theories. Over the past decade, Oliver has focused on \"data science for social good,\" applying data analysis to improve decision-making in public health, financial inclusion, climate change, and emergency relief efforts.\n\nThe field relies heavily on the vast amount of data generated annually\u2014more than the previous 5,000 years combined\u2014and the ability to interpret this data effectively is crucial. The European data economy is projected to be worth over 700 billion euros soon, contingent on supportive policies and investments in ICT. However, having data alone is insufficient; expertise in data-driven sciences, especially machine learning, is essential to avoid turning data into unusable digital waste.\n\nExperts identify six critical areas for data science improvement: privacy violations, biased discrimination, informational asymmetry, opacity, veracity, and ethics. Future data processing must employ FATEN algorithms, which emphasize fairness, autonomy, trust, education, and minimizing harm. These principles aim to ensure non-discrimination, human accountability, transparency, ethical benefits, and privacy preservation in data science applications.","_oaas_audio_url":"https:\/\/www.fundacionbankinter.org\/wp-content\/uploads\/2025\/12\/summary-12648-1764628559.mp3"},"categories":[204],"class_list":["post-12648","noticias","type-noticias","status-publish","has-post-thumbnail","hentry","category-science-and-technology"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data Science<\/title>\n<meta name=\"description\" content=\"Data science is a set of tools that emerged out of the intersection of math and statistics, IT, business management, corporate knowledge and other relevant sectors.\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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