A survey on bias and fairness in machine learning

N Mehrabi, F Morstatter, N Saxena, K Lerman… - ACM computing …, 2021 - dl.acm.org
With the widespread use of artificial intelligence (AI) systems and applications in our
everyday lives, accounting for fairness has gained significant importance in designing and …

A systematic review of emoji: Current research and future perspectives

Q Bai, Q Dan, Z Mu, M Yang - Frontiers in psychology, 2019 - frontiersin.org
A growing body of research explores emoji, which are visual symbols in computer mediated
communication (CMC). In the 20 years since the first set of emoji was released, research on …

[图书][B] Towards a standard for identifying and managing bias in artificial intelligence

R Schwartz, R Schwartz, A Vassilev, K Greene… - 2022 - dwt.com
As individuals and communities interact in and with an environment that is increasingly
virtual, they are often vulnerable to the commodification of their digital footprint. Concepts …

[HTML][HTML] An exploratory study of COVID-19 misinformation on Twitter

GK Shahi, A Dirkson, TA Majchrzak - Online social networks and media, 2021 - Elsevier
During the COVID-19 pandemic, social media has become a home ground for
misinformation. To tackle this infodemic, scientific oversight, as well as a better …

The interaction effect of emoji and social media content on consumer engagement: A mixed approach on peer-to-peer accommodation brands

X Wang, M Cheng, S Li, R Jiang - Tourism Management, 2023 - Elsevier
This study examines how the interaction between emoji (emotional vs semantic) and social
media content (aesthetic experience vs promotion) influences consumer engagement in …

Emoji, playfulness, and brand engagement on twitter

L McShane, E Pancer, M Poole… - Journal of Interactive …, 2021 - journals.sagepub.com
Brands, both human and corporate, are increasingly communicating with their consumers
using emojis. The current work examines if and how these pictographs shape online brand …

Emoji rhetoric: a social media influencer perspective

J Ge, U Gretzel - Journal of marketing management, 2018 - Taylor & Francis
Social media require a marketing rhetoric that embraces emerging language use and
shifting communication norms. Emojis have become quintessential elements of social media …

Social data: Biases, methodological pitfalls, and ethical boundaries

A Olteanu, C Castillo, F Diaz, E Kıcıman - Frontiers in big data, 2019 - frontiersin.org
Social data in digital form—including user-generated content, expressed or implicit relations
between people, and behavioral traces—are at the core of popular applications and …

The influence of emoji meaning multipleness on perceived online review helpfulness: The mediating role of processing fluency

R Wu, J Chen, CL Wang, L Zhou - Journal of Business Research, 2022 - Elsevier
Emoji is widely used in electronic word of mouth (eWOM) and online consumer reviews
across various social media platforms and online retailers, but the boundary condition of its …

Toward fairness in artificial intelligence for medical image analysis: identification and mitigation of potential biases in the roadmap from data collection to model …

K Drukker, W Chen, J Gichoya… - Journal of Medical …, 2023 - spiedigitallibrary.org
Purpose To recognize and address various sources of bias essential for algorithmic fairness
and trustworthiness and to contribute to a just and equitable deployment of AI in medical …