D Shin - Journal of Information Science, 2023 - journals.sagepub.com
The recent proliferation of artificial intelligence (AI) gives rise to questions on how users interact with AI services and how algorithms embody the values of users. Despite the …
D Shin - International Journal of Human-Computer Studies, 2021 - Elsevier
Artificial intelligence and algorithmic decision-making processes are increasingly criticized for their black-box nature. Explainable AI approaches to trace human-interpretable decision …
Purpose As algorithms permeate nearly every aspect of digital life, artificial intelligence (AI) systems exert a growing influence on human behavior in the digital milieu. Despite its …
D Shin, YJ Park - Computers in Human Behavior, 2019 - Elsevier
As algorithm-based services increase, social topics such as fairness, transparency, and accountability (FAT) must be addressed. This study conceptualizes such issues and …
D Shin - Computers in human behavior, 2020 - Elsevier
Although algorithms have been widely used to deliver useful applications and services, it is unclear how users actually experience and interact with algorithm-driven services. This …
D Shin - Journalism Practice, 2022 - Taylor & Francis
Algorithmic journalism (AJ) has become widely popular, emerging in mainstream trends. Despite this surging popularity, little is known about the ways through which readers …
D Shin, KF Kee, EY Shin - International Journal of Information Management, 2022 - Elsevier
Understanding how algorithms shape users' online experiences is a prerequisite to developing an effective algorithm design. Due to the rapid algorithmification of platforms, it is …
Online media platforms are increasingly using algorithms to select and present relevant information to their audiences. This highlights the importance of exploring whether people …
When evaluating automated systems, some users apply the “positive machine heuristic”(ie machines are more accurate and precise than humans), whereas others apply the “negative …