This chapter considers the power of algorithms in our lives, and how—even unintentionally—racial bias can be introduced into algorithms. Algorithms are particularly important in the software that our computers and smart devices use to solve problems, help us make choices, and work more efficiently. In computer science, an algorithm is “any well-defined computational procedure that takes some value, or set of values, as input and produces some value, or set of values, as output. Algorithms help online search engines rank results based on relevance and popularity by monitoring the activity of millions of users. The chapter addresses algorithmic bias in new and emerging media, examine its implications for potentially vulnerable groups, and discusses algorithmic accountability. Hiring people of various races, genders, sexual orientations, and dis/abilities will provide perspectives that may help identify a problem in an algorithm or its training data and prevent unintentional bias before it takes root.
|Title of host publication||Race/Gender/Class/Media|
|Publication status||Published - 26 Feb 2019|