Sökning: "algorithmic bias"

Visar resultat 1 - 5 av 17 uppsatser innehållade orden algorithmic bias.

  1. 1. Towards Bias-Free AI-Supported Decision-Making: Exploring Organisational and Technology Characteristics for Algorithmic Bias Mitigation

    Magister-uppsats, Lunds universitet/Institutionen för informatik

    Författare :David Lohyna; Anna Pico Oristrell; [2023]
    Nyckelord :Algorithmic Bias; AI-Supported Decision-Making; Organisational Characteristics; Technology Characteristics; Business and Economics;

    Sammanfattning : With the growing adoption of data analytics and powerful algorithms in organisational decision-making, the ethical concerns surrounding algorithmic bias have become increasingly apparent. This research aims to explore the extent to which organisational characteristics (e.g., laws, policies, norms, and standards) and technology characteristics (e. LÄS MER

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

    Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

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

    Sammanfattning : 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. LÄS MER

  4. 3. Algorithmic Bias in City Scale Digital Twin Data Management Processes: A qualitative exploration of the pragmatic, ethical, and moral prioritization surrounding algorithmic bias in city scale digital twin projects

    Magister-uppsats, Lunds universitet/Institutionen för informatik

    Författare :Wing Yi Lam; Elin Wernholm; [2023]
    Nyckelord :City scale digital twin; Algorithmic bias; The principle of discourse; Business and Economics;

    Sammanfattning : The application of digital twins in the city setting is emerging, the massive amounts of data and algorithms used raise the concern of algorithmic bias. This research focuses on examining how city scale digital twin practitioners prioritize the pragmatic, ethical, and moral domains in data management processes and when encountering algorithmic bias. LÄS MER

  5. 4. The Impact of AI on the Media Industry.

    Magister-uppsats, Uppsala universitet/Institutionen för informatik och media

    Författare :Muhammad Hashim Khan; [2023]
    Nyckelord :Artificial intelligence; media industry; impact; ethical considerations;

    Sammanfattning : The impact of artificial intelligence (AI) on the media industry is examined in this thesis study. A full understanding of the effects of AI integration in many dimensions of the media landscape is provided through a methodical review of the literature that highlights key themes and ideas. LÄS MER

  7. 5. Exploring artificial intelligence bias : a comparative study of societal bias patterns in leading AI-powered chatbots.

    Magister-uppsats, Linköpings universitet/Institutionen för tema

    Författare :Katarzyna Agnieszka Udała; [2023]
    Nyckelord :artificial intelligence; generative AI; large language models LLMs ; ChatGPT; chatbot; algorithmic bias; ethical AI;

    Sammanfattning : The development of artificial intelligence (AI) has revolutionised the way we interact with technology and each other, both in society and in professional careers. Although they come with great potential for productivity and automation, AI systems have been found to exhibit biases that reflect and perpetuate existing societal inequalities. LÄS MER