{"id":685,"date":"2017-10-09T09:28:46","date_gmt":"2017-10-09T16:28:46","guid":{"rendered":"http:\/\/miriamposner.com\/classes\/dh101f17\/?p=685"},"modified":"2017-10-09T09:28:46","modified_gmt":"2017-10-09T16:28:46","slug":"reverse-engineering-robots-reading-vogue-2","status":"publish","type":"post","link":"http:\/\/miriamposner.com\/classes\/dh101f17\/2017\/10\/09\/reverse-engineering-robots-reading-vogue-2\/","title":{"rendered":"Reverse Engineering: Robots Reading Vogue"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-686 aligncenter\" src=\"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-08-at-10.35.16-PM-300x128.png\" alt=\"\" width=\"300\" height=\"128\" srcset=\"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-08-at-10.35.16-PM-300x128.png 300w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-08-at-10.35.16-PM-768x328.png 768w, http:\/\/miriamposner.com\/classes\/dh101f17\/wp-content\/uploads\/sites\/7\/2017\/10\/Screen-Shot-2017-10-08-at-10.35.16-PM-1024x438.png 1024w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p><span style=\"font-weight: 400\">A simple magazine cover captures a piece of past culture, from usage of fabrics over time to magazine buzzwords and gender study. <\/span><span style=\"font-weight: 400\">This project features the work of students and faculty and uses data analysis to exhibit the <\/span><span style=\"font-weight: 400\">extensive history of the <\/span><i><span style=\"font-weight: 400\">Vogue<\/span><\/i><span style=\"font-weight: 400\"> magazine and its corresponding biography.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Sources<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">The covers for this extensive project came from the Vogue Archive, which contains every issue in Vogue&#8217;s history. The issues totalled to 6TB of data that was studied through multiple lenses to gain the most comprehensive understanding of the given information.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Processing<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">Researchers used data processing programs such as pattern detection, skin tone analysis, topic modeling, n-gram search, advertisement topics, price statistics and more models. The model I found most interesting was the colormetric space model that plotted every issue cover onto a graph and visualized Vogue&#8217;s history of color, along with each year&#8217;s average color through analyzing the hue, saturation, and brightness.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Presentation<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">The project is incredibly presented in many visual representations of many types of analyses. Researchers used tables, graphs and histograms, text, and images to make the complex and numerous conclusions easily interpretable by readers, for example word clouds that use size to show emphasis and repetition of words throughout Vogue issues.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A simple magazine cover captures a piece of past culture, from usage of fabrics over time to magazine buzzwords and<\/p>\n","protected":false},"author":183,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-685","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"jetpack_featured_media_url":"","_links":{"self":[{"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/posts\/685","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/users\/183"}],"replies":[{"embeddable":true,"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/comments?post=685"}],"version-history":[{"count":0,"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/posts\/685\/revisions"}],"wp:attachment":[{"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/media?parent=685"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/categories?post=685"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/miriamposner.com\/classes\/dh101f17\/wp-json\/wp\/v2\/tags?post=685"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}