Science and Technology Studies Commons^™

Technology Criticism And Data Literacy: The Case For An Augmented Understanding Of Media Literacy, Thomas Knaus

Journal of Media Literacy Education

Reviewing the history of media literacy education might help us to identify how creating media as an approach can contribute to fostering knowledge, understanding technical issues, and to establishing a critical attitude towards technology and data. In a society where digital devices and services are omnipresent and decisions are increasingly based on data, critical analysis must penetrate beyond the “outer shell” of machines – their interfaces – through the technology itself, and the data, and algorithms, which make these devices and services function. Because technology and data constitute the basis of all communication and collaboration, media literate individuals …

Rethinking Algorithmic Bias Through Phenomenology And Pragmatism, Johnathan C. Flowers

Computer Ethics - Philosophical Enquiry (CEPE) Proceedings

In 2017, Amazon discontinued an attempt at developing a hiring algorithm which would enable the company to streamline its hiring processes due to apparent gender discrimination. Specifically, the algorithm, trained on over a decade’s worth of resumes submitted to Amazon, learned to penalize applications that contained references to women, that indicated graduation from all women’s colleges, or otherwise indicated that an applicant was not male. Amazon’s algorithm took up the history of Amazon’s applicant pool and integrated it into its present “problematic situation,” for the purposes of future action. Consequently, Amazon declared the project a failure: even after attempting to …

Every Data Point Counts: Political Elections In The Age Of Digital Analytics, Julian Kehle, Samir Naimi

Honors Thesis

Synthesizing the investigative research and cautionary messages from experts in the fields of technology, political science, and behavioral science, this project explores the ways in which digital analytics has begun to influence the American political arena. Historically, political parties have constructed systems to target voters and win elections. However, rapid changes in the field of technology (such as big data, artificial intelligence, and the prevalence of social media) threaten to undermine the integrity of elections themselves. Future political campaigns will utilize profiling to micro-target individuals in order to manipulate and persuade them with hyper-personalized political content. Most dangerously, the average …

Music For Ai Reports: Dual Prospects In Music Production, Achim Koh

Dissertations, Theses, and Capstone Projects

Recent developments in artificial intelligence (AI) technology have led to industrial attempts at applying AI to music making, namely AI music. In the context of the history of music technology, AI music raises the prospect of a new phase that extends digital technology’s role as central mode of music production. The computer has become an essential metamedium in contemporary cultural production, leading in the field of music to the digitization of tools and content and the digitalization of social institutions and relationships. This technological change had the dual effect of decentralizing music production while reinforcing capitalist logic in it. The …

Algo-Ritmo: More-Than-Human Performative Acts And The Racializing Assemblages Of Algorithmic Architectures, Ezekiel J. Dixon-Román

Ezekiel J Dixon-Román