Algorithms shape our beliefs
Notes and ideas for my dissertation on privacy, filter bubbles and digital democracy
Algorithms shape our beliefs
View of ‘Ai Theory of Justice’: Using Rawlsian Approaches to Legislate Better on Machine Learning in Government
journals.sas.ac.ukGilboa (2019), ‘AI provides us with the unprecedented opportunity to transform our society into one that is more just.’
AI systems today are often opaque and poorly understood, if they can be unpacked to show how the output was reached, algorithms can increase auditability. If people exercise judgement with access to auditable information provided by an algorithm, this could increase transparency, accountability and correct for human bias.
we now need to ask whether other features like how long a person charges their cell phone at night and their parent’s highest level of education should or should not be used in making predictions about that person’s behavior.
In AI FAIRNESS, Dr. Derek Leben Proposes a Theory of Algorithmic Justice
How does privacy impact the design of recommender systems?
How does privacy impact the design of recommender systems?
His theory of political liberalism explores the legitimate use of political power in a democracy, and envisions how civic unity might endure despite the diversity of worldviews that free institutions allow.
John Rawls (Stanford Encyclopedia of Philosophy)
algorithms are the invisible hands shaping decisions
In AI FAIRNESS, Dr. Derek Leben Proposes a Theory of Algorithmic Justice
It includes different recommendation algorithms and social network dynamics. Cognitive filters are based on the Triple Filter Bubble model
Article
Preference Amplification in Recommender Systems
scontent-dub4-1.xx.fbcdn.net. It includes different recommendation algorithms and social network dynamics. Cognitive filters are based on the Triple Filter Bubble model
Article
Starting with privacy, the main challenge that is linked with privacy violations is the possibility of unfair or otherwise malicious uses of personal data to target individual users. Thus, from our review, it emerges that privacy concerns may be best conceptualised as exposure to risk. Moreover, the types of risk to which privacy violations expose... See more