Results 11 to 20 of about 1,324 (216)

Algorithm for Key Transparency with Transparent Logs

Open Research Europe
Background Cryptography plays a crucial role in securing digital communications and data storage. This study evaluates the Transparent Key Management Algorithm utilizing Merkle trees, focusing on its performance and security effectiveness in cryptographic key handling.
Mollakuqe, Elissa, Rexhepi, Shasivar, Bunjaku, Ridvan, Dag, Hasan, Chukwu, Ikechukwu John   +4 more
openaire   +5 more sources

Practical AI Transparency: Revealing Datafication and Algorithmic Identities

Journal of Digital Social Research, 2020
How does one do research on algorithms and their outputs when confronted with the inherent algorithmic opacity and black box-ness as well as with the limitations of API-based research and the data access gaps imposed by platforms’ gate-keeping practices?
Ana Pop Stefanija, Jo Pierson
doaj   +1 more source

Towards Algorithmic Transparency: A Diversity Perspective

CoRR, 2021
As the role of algorithmic systems and processes increases in society, so does the risk of bias, which can result in discrimination against individuals and social groups. Research on algorithmic bias has exploded in recent years, highlighting both the problems of bias, and the potential solutions, in terms of algorithmic transparency (AT). Transparency
Giunchiglia, Fausto, Otterbacher, Jahna, Kleanthous, Styliani, Batsuren, Khuyagbaatar, Bogin, Veronika, Kuflik, Tsvi, Shulner Tal, Avital   +6 more
openaire   +2 more sources

Ethical machines: The human-centric use of artificial intelligence

iScience, 2021
Summary: Today's increased availability of large amounts of human behavioral data and advances in artificial intelligence (AI) are contributing to a growing reliance on algorithms to make consequential decisions for humans, including those related to ...
Bruno Lepri, Nuria Oliver, Alex Pentland
doaj   +1 more source

Modular oversight methodology: a framework to aid ethical alignment of algorithmic creations

Design Science
Evaluating the algorithmic behavior of interactive systems is complex and time-consuming. Developers increasingly recognize the importance of accountability for their algorithmic creations’ unanticipated behavior and resulting implications.
Kyriakos Kyriakou, Jahna Otterbacher
doaj   +1 more source

Machine learning in medicine: Addressing ethical challenges. [PDF]

PLoS Medicine, 2018
Effy Vayena and colleagues argue that machine learning in medicine must offer data protection, algorithmic transparency, and accountability to earn the trust of patients and clinicians.
Effy Vayena, Alessandro Blasimme, I Glenn Cohen   +2 more
doaj   +1 more source

Towards Fair and Transparent Algorithmic Systems [PDF]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
My research in the past few years has focused on fostering trust in algorithmic systems. I often analyze scenarios where a variety of desirable trust-oriented goals must be simultaneously satisfied; for example, ensuring that an allocation mechanism is both fair and efficient, or that a model explanation framework is both effective and differentially ...
openaire   +1 more source

How fairness, accountability, and transparency shape algorithmic legitimacy and continuous usage intention in AI-driven OTA contexts: The moderating role of price sensitivity

Journal of Open Innovation: Technology, Market and Complexity
This study examines how perceived fairness, accountability, and transparency of OTA algorithms influence continuous usage intention through algorithmic legitimacy and whether price sensitivity moderates this relationship.
Hongyoul Choi
doaj   +1 more source

Algorithmic accountability in U.S. cities: Transparency, impact, and political economy

Big Data & Society, 2022
This article examines how algorithmic accountability is translated into action at the municipal level in the United States. Based on a review of task forces, ordinances, and policy toolkits from New York City and Seattle, I demonstrate the ways ...
Burcu Baykurt
doaj   +1 more source

Very first comments on the proposal for a directive to improve working conditions in platform work

Labour & Law Issues, 2021
The Author presents a quick comment of the Proposal of the European Commission for a Directive  of the European Parliament and of the Council, on improving working conditions in platform work - COM (2021) 762, in terms of the Commission's reconstruction ...
Marco Barbieri
doaj   +1 more source