Essays about: "algoritmisk rättvisa"

Found 2 essays containing the words algoritmisk rättvisa.

  1. 1. Biases in AI: An Experiment : Algorithmic Fairness in the World of Hateful Language Detection

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Anna Stozek; [2023]
    Keywords : machine learning; algorithmic fairness; unintended bias; sentiment analysis; automated hate detection; maskininlärning; algoritmisk rättvisa; oavsiktlig bias; sentimentanalys; automatisk hatdetektion;

    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

  3. 2. Operationalizing FAccT : A Case Study at the Swedish Tax Agency

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Daniel Jansson; Daniel Strallhofer; [2020]
    Keywords : Fairness; Accountability; Transparency; Algorithmic accountability; Bias; Framework; Machine learning; Case study; Rättvisa; Ansvarsskyldighet; Transparens; Algoritmisk ansvarsskyldighet; Ramverk; Maskininlärning;

    Abstract : Fairness, accountability and transparency (FAccT) in machine learning is an interdisciplinary area that concerns the design, development, deployment and maintenance of ethical AI and ML. Examples of research challenges in the field are detecting biased models, accountability issues that arise with systems that make decisions without human intervention or oversight, and the blackbox issues where decisions made by an AI system are untraceable. READ MORE