{"id":3858,"date":"2021-09-13T15:58:52","date_gmt":"2021-09-13T13:58:52","guid":{"rendered":"https:\/\/eticasfoundation.org\/https-eticasfoundation-org-algorithms-case-predicting-crimes-zones-in-manchester\/"},"modified":"2021-09-14T19:31:55","modified_gmt":"2021-09-14T17:31:55","slug":"predicting-crimes-zones-in-manchester","status":"publish","type":"post","link":"https:\/\/dev.eticasfoundation.org\/es\/predicting-crimes-zones-in-manchester\/","title":{"rendered":"Predicting crimes zones in Manchester"},"content":{"rendered":"<p><img loading=\"lazy\" width=\"800\" height=\"488\" src=\"https:\/\/eticasfoundation.org\/algorithms\/wp-content\/uploads\/2019\/11\/32-1024x625.jpg\" alt=\"\" srcset=\"https:\/\/eticasfoundation.org\/algorithms\/wp-content\/uploads\/2019\/11\/32-1024x625.jpg 1024w, https:\/\/eticasfoundation.org\/algorithms\/wp-content\/uploads\/2019\/11\/32-300x183.jpg 300w, https:\/\/eticasfoundation.org\/algorithms\/wp-content\/uploads\/2019\/11\/32-768x469.jpg 768w, https:\/\/eticasfoundation.org\/algorithms\/wp-content\/uploads\/2019\/11\/32.jpg 1280w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t<\/p>\n<p>The Manchester Police Department has implemented a predictive policing system developed by IBM, which is able to identify hot zones for crimes in the city, mainly robbery, burglary and theft (Bonnette 2016). On the basis of historical data on crime hotspots, which contains a variety of variables related to crime (location, day, weather conditions, etc.), the system predicts where future criminal events are likely to take place (Dearden 2017). The system has been reported to cause a reduction in criminal activity in the targeted areas, as well as an improvement in public confidence in the police (UCL 2012).<\/p>\n<p>As is the case with other predictive policing tools, the system presents great risks to privacy as well as the reproduction of structural societal biases. It has been well documented that when algorithms train from historical data sets, they learn how to emulate racially biased policing\u00a0 (ibid).<\/p>","protected":false},"excerpt":{"rendered":"<p>The Manchester Police Department has implemented a predictive policing system developed by IBM, which is able to identify hot zones for crimes in the city, mainly robbery, burglary and theft (Bonnette 2016). On the basis of historical data on crime hotspots, which contains a variety of variables related to crime (location, day, weather conditions, etc.), [&hellip;]<\/p>","protected":false},"author":1,"featured_media":4263,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[19],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.5.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Predicting crimes zones in Manchester - Eticas Foundation<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dev.eticasfoundation.org\/es\/predicting-crimes-zones-in-manchester\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Predicting crimes zones in Manchester - Eticas Foundation\" \/>\n<meta property=\"og:description\" content=\"The Manchester Police Department has implemented a predictive policing system developed by IBM, which is able to identify hot zones for crimes in the city, mainly robbery, burglary and theft (Bonnette 2016). On the basis of historical data on crime hotspots, which contains a variety of variables related to crime (location, day, weather conditions, etc.), [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dev.eticasfoundation.org\/es\/predicting-crimes-zones-in-manchester\/\" \/>\n<meta property=\"og:site_name\" content=\"Eticas Foundation\" \/>\n<meta property=\"article:published_time\" content=\"2021-09-13T13:58:52+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-09-14T17:31:55+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dev.eticasfoundation.org\/wp-content\/uploads\/2021\/09\/32.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"781\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"AdminEticas\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"AdminEticas\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minuto\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/dev.eticasfoundation.org\/predicting-crimes-zones-in-manchester\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/dev.eticasfoundation.org\/predicting-crimes-zones-in-manchester\/\"},\"author\":{\"name\":\"AdminEticas\",\"@id\":\"https:\/\/dev.eticasfoundation.org\/#\/schema\/person\/ead653a349ca928dcc2954059eee6371\"},\"headline\":\"Predicting crimes zones in Manchester\",\"datePublished\":\"2021-09-13T13:58:52+00:00\",\"dateModified\":\"2021-09-14T17:31:55+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/dev.eticasfoundation.org\/predicting-crimes-zones-in-manchester\/\"},\"wordCount\":147,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/dev.eticasfoundation.org\/#organization\"},\"articleSection\":[\"Algorithms\"],\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/dev.eticasfoundation.org\/predicting-crimes-zones-in-manchester\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/dev.eticasfoundation.org\/predicting-crimes-zones-in-manchester\/\",\"url\":\"https:\/\/dev.eticasfoundation.org\/predicting-crimes-zones-in-manchester\/\",\"name\":\"Predicting crimes zones in Manchester - 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