Sökning: "mitigating bias"

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

  1. 1. AI and the Future of IT Recruitment

    Kandidat-uppsats, Lunds universitet/Institutionen för informatik

    Författare :John Arvidsson; Ludvig Eslind; [2023]
    Nyckelord :Artificial Intelligence; Discrimination; Bias; Recruitment; IT.; Business and Economics;

    Sammanfattning : The use of artificial intelligence tools is rapidly increasing. Companies are now looking to use AI for recruitment in order to try to ensure a more fair process. This thesis aims to answer the question “How do recruiters in the Swedish IT sector perceive the effectiveness of AI tools in mitigating bias within the recruitment process?”. LÄS MER

  3. 2. Mitigating Unintended Bias in Toxic Comment Detection using Entropy-based Attention Regularization

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

    Författare :Fabio Camerota; [2023]
    Nyckelord :XLNet; BERT; Toxic Comment Classification; Entropy-based Attention Regularization; XLNet; BERT; Toxisk Kommentar Klassificering; Entropibaserad uppmärksamhetsreglering;

    Sammanfattning : The proliferation of hate speech is a growing challenge for social media platforms, as toxic online comments can have dangerous consequences also in real life. There is a need for tools that can automatically and reliably detect hateful comments, and deep learning models have proven effective in solving this issue. LÄS MER

  4. 3. Om jag hjälper andra, kan jag hjälpa mig själv? : En kvalitativ studie om finansiella rådgivares privata investeringsbeslut och sparande under 2022

    Magister-uppsats, Linköpings universitet/Institutionen för ekonomisk och industriell utveckling; Linköpings universitet/Filosofiska fakulteten

    Författare :Milla Fagerström; Hanna Kempe; [2023]
    Nyckelord :Behavioral finance; life cycle hypothesis; individual investor life cycle; psychological bias; herd behavior; anchoring; loss aversion; disposition effect; risk aversion; overconfidence; financial literacy; education; financial advisor; Beteendeekonomi; livscykelhypotesen; investeringslivscykeln; psykologiska bias; flockbeteende; förankringsbias; förlustaversion; dispositionseffekten; riskaversion; överkonfidens; finansiell bildning; utbildning; finansiella rådgivare;

    Sammanfattning : Bakgrund: År 2022 kantades av Rysslands invasion av Ukraina, börsnedgång, stigande inflation och styrräntor. Det bidrog till att allt fler sökte hjälp av finansiella rådgivare för att utifrån livssituationen få hjälp med att nå sina sparmål och maximera sin avkastning. LÄS MER

  5. 4. 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

  7. 5. Topical Classification of Images in Wikipedia : Development of topical classification models followed by a study of the visual content of Wikipedia

    Master-uppsats, Linköpings universitet/Datorseende

    Författare :Matheus Vieira Bernat; [2023]
    Nyckelord :Wikipedia; Multilabel classification; Deep learning;

    Sammanfattning : With over 53 million articles and 11 million images, Wikipedia is the greatest encyclopedia in history. The number of users is equally significant, with daily views surpassing 1 billion. Such an enormous system needs automation of tasks to make it possible for the volunteers to maintain. LÄS MER