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 …

How to evaluate trust in AI-assisted decision making? A survey of empirical methodologies

O Vereschak, G Bailly, B Caramiaux - … of the ACM on Human-Computer …, 2021 - dl.acm.org
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 …

Personality research and assessment in the era of machine learning

C Stachl, F Pargent, S Hilbert… - European Journal …, 2020 - journals.sagepub.com
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 …

“Leagile” software development: An experience report analysis of the application of lean approaches in agile software development

X Wang, K Conboy, O Cawley - Journal of Systems and Software, 2012 - Elsevier
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 …

Why am I not seeing it? Understanding users' needs for counterfactual explanations in everyday recommendations

R Shang, KJK Feng, C Shah - Proceedings of the 2022 ACM Conference …, 2022 - dl.acm.org
Intelligent everyday applications typically rely on automated Recommender Systems (RS) to
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

ST Völkel, R Schödel, D Buschek, C Stachl… - Proceedings of the …, 2020 - dl.acm.org
We present the first systematic analysis of personality dimensions developed specifically to
describe the personality of speech-based conversational agents. Following the …

[PDF][PDF] Dark Patterns of Explainability, Transparency, and User Control for Intelligent Systems.

M Chromik, M Eiband, ST Völkel, D Buschek - IUI workshops, 2019 - medien.ifi.lmu.de
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 …

Attitudes and folk theories of data subjects on transparency and accuracy in emotion recognition

G Grill, N Andalibi - Proceedings of the ACM on Human-Computer …, 2022 - dl.acm.org
The growth of technologies promising to infer emotions raises political and ethical concerns,
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

ST Völkel, C Schneegass, M Eiband… - Proceedings of the 25th …, 2020 - dl.acm.org
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 …

Human-centered AI design in reality: a study of developer companies' practices: a study of developer companies' practices

M Hartikainen, K Väänänen, A Lehtiö… - Nordic human …, 2022 - dl.acm.org
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 …