{"id":64,"date":"2023-10-01T17:37:02","date_gmt":"2023-10-01T21:37:02","guid":{"rendered":"https:\/\/pressbooks.bccampus.ca\/algorithmicawarenesstoolkit\/?post_type=part&#038;p=64"},"modified":"2023-10-01T23:45:49","modified_gmt":"2023-10-02T03:45:49","slug":"lesson-3","status":"publish","type":"part","link":"https:\/\/pressbooks.bccampus.ca\/algorithmicawarenesstoolkit\/part\/lesson-3\/","title":{"raw":"Unit 3: Decoding Algorithmic Biases: Can Algorithms be Fair?","rendered":"Unit 3: Decoding Algorithmic Biases: Can Algorithms be Fair?"},"content":{"raw":"<h1>Summary<\/h1>\r\nThis lesson will help students uncover the complexities of algorithmic biases, specifically when it comes to gender, race, household income, and even one\u2019s zip code. Students will explore the concept of algorithmic powers, dissecting real-life examples of biases that can occur in decision-making processes driven by automation. Through engaging in discussions and activities, students will gain insights into the importance of understanding these biases to build more equitable digital social principles.\r\n<div class=\"textbox textbox--learning-objectives\"><header class=\"textbox__header\">\r\n<h2 class=\"textbox__title\"><strong>Learning Outcomes<\/strong><\/h2>\r\n<\/header>\r\n<div class=\"textbox__content\">\r\n\r\nBy the end of this lesson, students will be able to:\r\n<ul>\r\n \t<li>understand what algorithmic bias is, its causes and examples;<\/li>\r\n \t<li>develop critical thinking and evaluation skills to identify instances of bias in real-world algorithms, enabling them to assess the impact of these biases on individuals and society;<\/li>\r\n \t<li>gain ethical awareness about algorithmic biases in social settings.<\/li>\r\n<\/ul>\r\n<\/div>\r\n<\/div>\r\n&nbsp;","rendered":"<h1>Summary<\/h1>\n<p>This lesson will help students uncover the complexities of algorithmic biases, specifically when it comes to gender, race, household income, and even one\u2019s zip code. Students will explore the concept of algorithmic powers, dissecting real-life examples of biases that can occur in decision-making processes driven by automation. Through engaging in discussions and activities, students will gain insights into the importance of understanding these biases to build more equitable digital social principles.<\/p>\n<div class=\"textbox textbox--learning-objectives\">\n<header class=\"textbox__header\">\n<h2 class=\"textbox__title\"><strong>Learning Outcomes<\/strong><\/h2>\n<\/header>\n<div class=\"textbox__content\">\n<p>By the end of this lesson, students will be able to:<\/p>\n<ul>\n<li>understand what algorithmic bias is, its causes and examples;<\/li>\n<li>develop critical thinking and evaluation skills to identify instances of bias in real-world algorithms, enabling them to assess the impact of these biases on individuals and society;<\/li>\n<li>gain ethical awareness about algorithmic biases in social settings.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n","protected":false},"parent":0,"menu_order":3,"template":"","meta":{"pb_part_invisible":false,"pb_part_invisible_string":""},"contributor":[],"license":[],"class_list":["post-64","part","type-part","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/pressbooks.bccampus.ca\/algorithmicawarenesstoolkit\/wp-json\/pressbooks\/v2\/parts\/64","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pressbooks.bccampus.ca\/algorithmicawarenesstoolkit\/wp-json\/pressbooks\/v2\/parts"}],"about":[{"href":"https:\/\/pressbooks.bccampus.ca\/algorithmicawarenesstoolkit\/wp-json\/wp\/v2\/types\/part"}],"version-history":[{"count":3,"href":"https:\/\/pressbooks.bccampus.ca\/algorithmicawarenesstoolkit\/wp-json\/pressbooks\/v2\/parts\/64\/revisions"}],"predecessor-version":[{"id":128,"href":"https:\/\/pressbooks.bccampus.ca\/algorithmicawarenesstoolkit\/wp-json\/pressbooks\/v2\/parts\/64\/revisions\/128"}],"wp:attachment":[{"href":"https:\/\/pressbooks.bccampus.ca\/algorithmicawarenesstoolkit\/wp-json\/wp\/v2\/media?parent=64"}],"wp:term":[{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/pressbooks.bccampus.ca\/algorithmicawarenesstoolkit\/wp-json\/wp\/v2\/contributor?post=64"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/pressbooks.bccampus.ca\/algorithmicawarenesstoolkit\/wp-json\/wp\/v2\/license?post=64"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}