{"id":1728,"date":"2016-01-14T11:25:46","date_gmt":"2016-01-14T11:25:46","guid":{"rendered":"http:\/\/dataethics.eu\/?p=1728"},"modified":"2016-01-18T09:58:48","modified_gmt":"2016-01-18T09:58:48","slug":"hvordan-maskiner-taenker-opacitet-i-algoritmer","status":"publish","type":"post","link":"https:\/\/dataethics.eu\/da\/hvordan-maskiner-taenker-opacitet-i-algoritmer\/","title":{"rendered":"Hvordan maskiner t\u00e6nker &#8211; ugennemsigtighed i algoritmer"},"content":{"rendered":"<div id=\"gt-res-content\" class=\"almost_half_cell\">\n<div dir=\"ltr\"><span class=\"\" lang=\"da\"><span class=\"\" lang=\"da\"><span title=\"How the machine 'thinks': Understanding opacity in machine learning algorithms\u201d \"><br \/>\n<\/span><span title=\"News.\"><strong>Rapport<\/strong>. <\/span><span title=\"In her new article \u201cHow the machine 'thinks': Understanding opacity in machine learning algorithms\u201d (January 2016) Jenna Burrell from UC Berkley School of Information discusses methods to investigate opacity in algorithms.\">I sin videnskabelige artikel &#8220;How The Machine &#8216;Thinks&#8217;: Understanding opacity in machine learning algoritms&#8221; (Januar 2016) diskuterer Jenna Burrell fra UC Berkley School of Information metoder til at unders\u00f8ge opacitet (uigennemsigtighed) i algoritmer. Ordet<\/span><span title=\"Once a technical, opaque word belonging to the sphere of computer scientists and programmers, \u201cAlgorithm\u201d has today become a commonly used buzz word in business discourse.\"> &#8216;algoritme&#8217;, der oprindeligt har v\u00e6ret forbeholdt en teknisk verden beboet af dataloger og programm\u00f8rer, er over det sidste \u00e5r blevet et &#8220;buzz word&#8221; i erhvervslivet. <\/span><span title=\"So much so that discussions about \u201cbig data\u201d in an informed business community will always include a reference to the \u201cAlgorithmic Economy\u201d.\">I s\u00e5 h\u00f8j grad, at diskussioner om &#8220;big data&#8221; i dag stort set altid vil, eller i hvert fald b\u00f8r, indeholde en reference til &#8220;a<a href=\"http:\/\/www.gartner.com\/newsroom\/id\/3142917\" target=\"_blank\">lgoritme\u00f8konomien<\/a>&#8220;, dvs. <\/span><span title=\"A new business adventure based on finding patterns in data, creating profiles, predicting and responding to data, making meaning out of data and transforming it into value. \">en gryende \u00f8konomi baseret p\u00e5 at finde m\u00f8nstre i data, oprette profiler, forudsige og reagere p\u00e5 data, skabe mening ud af \u200b\u200bdata og omdanne den til v\u00e6rdi.<\/span><\/span><\/span><\/div>\n<div dir=\"ltr\"><\/div>\n<div dir=\"ltr\"><span class=\"\" lang=\"da\"><span class=\"\" lang=\"da\"><span title=\"Alongside this transformation of business discourse, we see an increasing ethical concern among the quickest policymakers, organisations and academics specifically connected with the opacity of the proprietary algorithmic systems (voiced most descriptively in law professor Frank Pasquales book from last year \u201cThe Black Box Society:\">Samtidig med denne udvikling af erhvervslivets datadiskurs, ser vi en stigende etisk bekymring blandt de\u00a0 hurtigste politiske beslutningstagere, organisationer og akademikere verden over s\u00e6rligt forbundet med uigennmsigtigheden i de propriet\u00e6re algoritmiske systemer (En af de mest betydningsfulde stemmer er juraprofessor Frank Pasquales bog fra sidste \u00e5r &#8220;<a href=\"http:\/\/www.hup.harvard.edu\/catalog.php?isbn=9780674368279&amp;content=reviews\" target=\"_blank\">The Black Box Society<\/a><\/span><span title=\"The Secret Algorithms That Control Money and Information\u201d) \">&#8220;).<\/span><\/span><\/span><\/div>\n<div dir=\"ltr\"><\/div>\n<div dir=\"ltr\"><span class=\"\" lang=\"da\"><span class=\"\" lang=\"da\"><span title=\"The opacity of algorithms is one of this new era's greatest dilemmas, because how can we assess the ethics of a service, a product, an internet thing if we do not know how it is designed to act on its data?\">Netop uigennemsigtigheden i algoritmerne er en af \u200b\u200bdenne nye data \u00e6ras st\u00f8rste dilemmaer, for <a href=\"http:\/\/dataethics.eu\/midt-i-en-algoritme-oekonomi\/\" target=\"_blank\">hvordan kan vi vurdere etikken i en tjeneste, et produkt, en internet ting, hvis vi ikke ved, hvordan de er designet? <\/a><\/span><a href=\"http:\/\/dataethics.eu\/midt-i-en-algoritme-oekonomi\/\" target=\"_blank\"><span title=\"How do we ensure ethical standards for the classification, analysis and action on data? \">Hvordan sikrer vi etiske standarder for klassificering, analyse og handling p\u00e5 data?<\/span><\/a><\/span><\/span><\/div>\n<div dir=\"ltr\"><\/div>\n<div dir=\"ltr\"><span id=\"result_box\" class=\"\" lang=\"da\"><span title=\"In the article on the opacity of algorithms published in January 2016 in Big Data &amp; Society, Jenna Burrell discusses how to investigate opacity in algorithms with examples from actual coding processes and education.\">I artiklen, som blev offentliggjort i januar 2016 i Big Data &amp; Society, diskuterer Jenna Burrell, hvordan man kan unders\u00f8ge algoritmers gennemsigtighed med eksempler fra aktuelle kodningsprocesser og -uddannelser. <\/span><span title=\"She distinguishes between different types of opacity eg\">Hun skelner mellem forskellige typer af uigennemsigtighed, f.eks <\/span><span title=\"\u201copacity as technical illiteracy\u201d and \u201copacity as intentional corporate or state secrecy\u201d and points to the complexity involved in investigating the opacity of machine learning algorithms and assessing their impact. \">&#8220;opacitet som teknisk analfabetisme&#8221; og &#8220;opacitet som fors\u00e6tlig forretningshemmelighed eller statshemmelighed&#8221;, og peger p\u00e5 kompleksiteten involveret i at unders\u00f8ge uigennemsigtighed i machine learning algoritmer og vurdere deres indvirken.<\/span><\/span><\/div>\n<\/div>\n<div dir=\"ltr\"><\/div>\n<div dir=\"ltr\"><a href=\"http:\/\/bds.sagepub.com\/content\/3\/1\/2053951715622512.full.pdf+html\" target=\"_blank\">L\u00e6s mere<\/a>.<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Rapport. I sin videnskabelige artikel &#8220;How The Machine &#8216;Thinks&#8217;: Understanding opacity in machine learning algoritms&#8221;&#8230;<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[40,36,108,110,112],"tags":[],"class_list":["post-1728","post","type-post","status-publish","format-standard","hentry","category-demokrati","category-forretningsmodeller","category-nyt","category-rapporter","category-undersoegelser"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Hvordan maskiner t\u00e6nker - ugennemsigtighed i algoritmer &#183; Dataetisk T&aelig;nkehandletank<\/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:\/\/dataethics.eu\/da\/hvordan-maskiner-taenker-opacitet-i-algoritmer\/\" \/>\n<meta property=\"og:locale\" content=\"da_DK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Hvordan maskiner t\u00e6nker - ugennemsigtighed i algoritmer &#183; Dataetisk T&aelig;nkehandletank\" \/>\n<meta property=\"og:description\" content=\"Rapport. I sin videnskabelige artikel &#8220;How The Machine &#8216;Thinks&#8217;: Understanding opacity in machine learning algoritms&#8221;...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dataethics.eu\/da\/hvordan-maskiner-taenker-opacitet-i-algoritmer\/\" \/>\n<meta property=\"og:site_name\" content=\"Dataetisk T&aelig;nkehandletank\" \/>\n<meta property=\"article:published_time\" content=\"2016-01-14T11:25:46+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2016-01-18T09:58:48+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dataethics.eu\/wp-content\/uploads\/2021\/05\/dataethics-social-icon.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Gry Hasselbalch\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@dataethicseu\" \/>\n<meta name=\"twitter:site\" content=\"@dataethicseu\" \/>\n<meta name=\"twitter:label1\" content=\"Skrevet af\" \/>\n\t<meta name=\"twitter:data1\" content=\"Gry Hasselbalch\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimeret l\u00e6setid\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minut\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/dataethics.eu\\\/da\\\/hvordan-maskiner-taenker-opacitet-i-algoritmer\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dataethics.eu\\\/da\\\/hvordan-maskiner-taenker-opacitet-i-algoritmer\\\/\"},\"author\":{\"name\":\"Gry Hasselbalch\",\"@id\":\"https:\\\/\\\/dataethics.eu\\\/da\\\/#\\\/schema\\\/person\\\/d759a02278982241372632f25ec82854\"},\"headline\":\"Hvordan maskiner t\u00e6nker &#8211; 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