Problematic machine behavior: A systematic literature review of algorithm audits
J Bandy - Proceedings of the acm on human-computer …, 2021 - dl.acm.org
While algorithm audits are growing rapidly in commonality and public importance, relatively
little scholarly work has gone toward synthesizing prior work and strategizing future research …
little scholarly work has gone toward synthesizing prior work and strategizing future research …
How to evaluate trust in AI-assisted decision making? A survey of empirical methodologies
The spread of AI-embedded systems involved in human decision making makes studying
human trust in these systems critical. However, empirically investigating trust is challenging …
human trust in these systems critical. However, empirically investigating trust is challenging …
Personality research and assessment in the era of machine learning
The increasing availability of high–dimensional, fine–grained data about human behaviour,
gathered from mobile sensing studies and in the form of digital footprints, is poised to …
gathered from mobile sensing studies and in the form of digital footprints, is poised to …
“Leagile” software development: An experience report analysis of the application of lean approaches in agile software development
In recent years there has been a noticeable shift in attention from those who use agile
software development toward lean software development, often labelled as a shift “from …
software development toward lean software development, often labelled as a shift “from …
Why am I not seeing it? Understanding users' needs for counterfactual explanations in everyday recommendations
Intelligent everyday applications typically rely on automated Recommender Systems (RS) to
generate recommendations that help users make decisions among a large number of …
generate recommendations that help users make decisions among a large number of …
Develo** a personality model for speech-based conversational agents using the psycholexical approach
We present the first systematic analysis of personality dimensions developed specifically to
describe the personality of speech-based conversational agents. Following the …
describe the personality of speech-based conversational agents. Following the …
[PDF][PDF] Dark Patterns of Explainability, Transparency, and User Control for Intelligent Systems.
The rise of interactive intelligent systems has surfaced the need to make system reasoning
and decision-making understandable to users through means such as explanation facilities …
and decision-making understandable to users through means such as explanation facilities …
Attitudes and folk theories of data subjects on transparency and accuracy in emotion recognition
The growth of technologies promising to infer emotions raises political and ethical concerns,
including concerns regarding their accuracy and transparency. A marginalized perspective …
including concerns regarding their accuracy and transparency. A marginalized perspective …
What is" intelligent" in intelligent user interfaces? a meta-analysis of 25 years of IUI
This reflection paper takes the 25th IUI conference milestone as an opportunity to analyse in
detail the understanding of intelligence in the community: Despite the focus on intelligent …
detail the understanding of intelligence in the community: Despite the focus on intelligent …
Human-centered AI design in reality: a study of developer companies' practices: a study of developer companies' practices
Human-Centered AI (HCAI) advocates the development of AI applications that are
trustworthy, usable, and based on human needs. While the conceptual foundations of HCAI …
trustworthy, usable, and based on human needs. While the conceptual foundations of HCAI …