{"id":868,"date":"2021-12-06T17:35:15","date_gmt":"2021-12-06T22:35:15","guid":{"rendered":"https:\/\/groups.cs.umass.edu\/hci-vis\/?p=868"},"modified":"2021-12-06T17:36:13","modified_gmt":"2021-12-06T22:36:13","slug":"making-the-invisible-visible","status":"publish","type":"post","link":"https:\/\/groups.cs.umass.edu\/hci-vis\/2021\/12\/06\/making-the-invisible-visible\/","title":{"rendered":"Making the Invisible Visible"},"content":{"rendered":"\n<div style=\"height:80px\" aria-hidden=\"true\" class=\"wp-block-spacer first-block\"><\/div>\n\n\n\n<h1 class=\"wp-block-heading\">Making the Invisible Visible<\/h1>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2021\/12\/Vis4GoodSummary-1024x576.jpg\" alt=\"\" class=\"wp-image-866\" srcset=\"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2021\/12\/Vis4GoodSummary-1024x576.jpg 1024w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2021\/12\/Vis4GoodSummary-600x338.jpg 600w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2021\/12\/Vis4GoodSummary-768x432.jpg 768w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2021\/12\/Vis4GoodSummary-1536x864.jpg 1536w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2021\/12\/Vis4GoodSummary.jpg 1587w\" sizes=\"(max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/figure><\/div>\n\n\n\n<p><strong>Led by:<\/strong> Alyx Burns<\/p>\n\n\n\n<p><strong>Related Papers:<\/strong><br><img decoding=\"async\" width=\"2000\" height=\"2000\" class=\"wp-image-631\" style=\"width: 20px\" src=\"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/pdf.png\" alt=\"PDF\" srcset=\"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/pdf.png 2000w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/pdf-600x600.png 600w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/pdf-1024x1024.png 1024w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/pdf-300x300.png 300w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/pdf-768x768.png 768w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/pdf-1536x1536.png 1536w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/pdf-100x100.png 100w\" sizes=\"(max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/> <strong><a rel=\"noreferrer noopener\" href=\"https:\/\/arxiv.org\/abs\/2108.13270\" data-type=\"URL\" data-id=\"https:\/\/arxiv.org\/abs\/2108.13270\" target=\"_blank\">Making the Invisible Visible: Risks and Benefits of Disclosing Metadata in Visualization<\/a><\/strong><br><a rel=\"noreferrer noopener\" href=\"https:\/\/youtu.be\/eo22Xg6MCmk?t=7483\" target=\"_blank\"><img decoding=\"async\" width=\"1600\" height=\"1600\" class=\"wp-image-626\" style=\"width: 16px\" src=\"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/video.png\" alt=\"\" srcset=\"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/video.png 1600w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/video-600x600.png 600w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/video-1024x1024.png 1024w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/video-300x300.png 300w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/video-768x768.png 768w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/video-1536x1536.png 1536w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/video-100x100.png 100w\" sizes=\"(max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/> Vis4Good Talk<\/a><\/p>\n\n\n\n<p>Accompanying a data visualization with metadata may benefit readers by facilitating content understanding, strengthening trust, and providing accountability. However, providing this kind of information may also have negative, unintended consequences, such as biasing readers\u2019 interpretations, a loss of trust as a result of too much transparency, and the possibility of opening visualization creators with minoritized identities up to undeserved critique. To help future visualization researchers and practitioners decide what kinds of metadata to include, we discuss some of the potential benefits and risks of disclosing five kinds of metadata: metadata about the source of the underlying data; the cleaning and processing conducted; the marks, channels, and other design elements used; the people who directly created the visualization; and the people for whom the visualization was created. We conclude by proposing a few open research questions related to how to communicate metadata about visualizations.<\/p>\n\n\n\n<p><strong><strong>If you are interested in working on or learning more about this project, please contact Alyx Burns at alyxanderbur@cs.umass.edu<\/strong><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Making the Invisible Visible Led by: Alyx Burns Related Papers: Making the Invisible Visible: Risks and Benefits of Disclosing Metadata in Visualization Vis4Good Talk Accompanying a data visualization with metadata may benefit readers by facilitating content understanding, strengthening trust, and providing accountability. However, providing this kind of information may also have negative, unintended consequences, such &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/groups.cs.umass.edu\/hci-vis\/2021\/12\/06\/making-the-invisible-visible\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Making the Invisible Visible&#8221;<\/span><\/a><\/p>\n","protected":false},"author":52,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","footnotes":""},"categories":[3,6],"tags":[],"class_list":["post-868","post","type-post","status-publish","format-standard","hentry","category-projects","category-visualization-and-interaction-design"],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false,"twentyseventeen-featured-image":false,"twentyseventeen-thumbnail-avatar":false},"uagb_author_info":{"display_name":"alyxanderbur","author_link":"https:\/\/groups.cs.umass.edu\/hci-vis\/author\/alyxanderbur\/"},"uagb_comment_info":0,"uagb_excerpt":"Making the Invisible Visible Led by: Alyx Burns Related Papers: Making the Invisible Visible: Risks and Benefits of Disclosing Metadata in Visualization Vis4Good Talk Accompanying a data visualization with metadata may benefit readers by facilitating content understanding, strengthening trust, and providing accountability. However, providing this kind of information may also have negative, unintended consequences, such&hellip;","_links":{"self":[{"href":"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-json\/wp\/v2\/posts\/868","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-json\/wp\/v2\/users\/52"}],"replies":[{"embeddable":true,"href":"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-json\/wp\/v2\/comments?post=868"}],"version-history":[{"count":4,"href":"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-json\/wp\/v2\/posts\/868\/revisions"}],"predecessor-version":[{"id":874,"href":"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-json\/wp\/v2\/posts\/868\/revisions\/874"}],"wp:attachment":[{"href":"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-json\/wp\/v2\/media?parent=868"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-json\/wp\/v2\/categories?post=868"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-json\/wp\/v2\/tags?post=868"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}