Ethical machines: The human-centric use of artificial intelligence

B Lepri, N Oliver, A Pentland - IScience, 2021 - cell.com
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 …

Computational socioeconomics

J Gao, YC Zhang, T Zhou - Physics Reports, 2019 - Elsevier
Uncovering the structure of socioeconomic systems and timely estimation of socioeconomic
status are significant for economic development. The understanding of socioeconomic …

Facial recognition technology can expose political orientation from naturalistic facial images

M Kosinski - Scientific reports, 2021 - nature.com
Ubiquitous facial recognition technology can expose individuals' political orientation, as
faces of liberals and conservatives consistently differ. A facial recognition algorithm was …

“It's complicated”: Negotiating accessibility and (mis) representation in image descriptions of race, gender, and disability

CL Bennett, C Gleason, MK Scheuerman… - Proceedings of the …, 2021 - dl.acm.org
Content creators are instructed to write textual descriptions of visual content to make it
accessible; yet existing guidelines lack specifics on how to write about people's appearance …

An emotional recommender system for music

V Moscato, A Picariello, G Sperli - IEEE Intelligent Systems, 2020 - ieeexplore.ieee.org
Nowadays, recommender systems have become essential to users for finding “what they
need” within large collections of items. Meanwhile, recent studies have demonstrated as …

Py-feat: Python facial expression analysis toolbox

JH Cheong, E Jolly, T Xie, S Byrne, M Kenney… - Affective Science, 2023 - Springer
Studying facial expressions is a notoriously difficult endeavor. Recent advances in the field
of affective computing have yielded impressive progress in automatically detecting facial …

Multimodal mental health analysis in social media

AH Yazdavar, MS Mahdavinejad, G Bajaj, W Romine… - Plos one, 2020 - journals.plos.org
Depression is a major public health concern in the US and globally. While successful early
identification and treatment can lead to many positive health and behavioral outcomes …

What twitter profile and posted images reveal about depression and anxiety

SC Guntuku, D Preotiuc-Pietro, JC Eichstaedt… - Proceedings of the …, 2019 - aaai.org
Previous work has found strong links between the choice of social media images and users'
emotions, demographics and personality traits. In this study, we examine which attributes of …

How is extraversion related to social media use? A literature review

T Bowden-Green, J Hinds, A Joinson - Personality and Individual …, 2020 - Elsevier
With nearly 3.5 billion people now using some form of social media, understanding its
relationship with personality has become a crucial focus of psychological research. As such …

Knowledge of words: An interpretable approach for personality recognition from social media

S Han, H Huang, Y Tang - Knowledge-Based Systems, 2020 - Elsevier
Personality is one of the fundamental and stable individual characteristics that can be
detected from human behavioral data. With the rise of social media, increasing attention has …