Essays about: "algorithmic fairness"
Showing result 1 - 5 of 8 essays containing the words algorithmic fairness.
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1. ASSESSING PUBLIC OPINION ON ALGORITHMIC FAIRNESS Reviewing practical challenges and the role of contextual factors
University essay from Institutionen för tillämpad informationsteknologiAbstract : AI ethicists often claim that where algorithmic decision-making is impacting human lives, it is crucial to strive for transparency and explainability. As one form of achieving these, some authors have argued for socio-technical design of AI systems that involves the user in the design process. READ MORE
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2. Biases in AI: An Experiment : Algorithmic Fairness in the World of Hateful Language Detection
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Hateful language is a growing problem in digital spaces. Human moderators are not enough to eliminate the problem. Automated hateful language detection systems are used to aid the human moderators. One of the issues with the systems is that their performance can differ depending on who is the target of a hateful text. READ MORE
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3. Algorithmic vs. Perceived Fairness in Music Recommender Systems : An Investigation of Popularity Bias from a User Perspective
University essay fromAbstract : Recommender systems have the potential of helping users in finding relevant items in the online environment, and in many ways, they impact which content we consume. Thus, how fair these systems are affects us. A common fairness issue in recommender systems is popularity bias. READ MORE
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4. PET-Exchange: A Privacy Enhanced Trading Framework : A Framework for Limit-Order Matching using Homomorphic Encryption in Trading
University essay from Linköpings universitet/Institutionen för datavetenskapAbstract : Over the recent decades, an increasing amount of new traders has entered the securities markets in order to trade securities such as stocks and bonds on electronic and physical exchanges. This increase in trader activity can largely be attributed to a simpler trading process including the growth of the electronic securities exchanges allowing for more dynamic and global trading platforms. READ MORE
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5. Machine-learning and Discrimination: Procedural Challenges of Algorithmic Decision-making
University essay from Lunds universitet/Juridiska institutionen; Lunds universitet/Juridiska fakultetenAbstract : The emergence of artificial intelligence, especially machine-learning methods, challenges the set of legal guarantees put in place in Europe to combat discrimination and ensure equal treatment. This paper will focus on cases of algorithmic discrimination in the context of recruitment as a business practice. READ MORE
