376 citations · 1.2k across the 40 of their papers we have counts for
10 papers · 1 filter
Improving Unsupervised Image Clustering With Robust Learning
Sungwon Park, Sungwon Han, Sundong Kim +4
Unsupervised image clustering methods often introduce alternative objectives to indirectly train the model and are subject to faulty predictions and overconfident results. To overc…
Disruption in the Chinese E-Commerce During COVID-19
Yuan Yuan, Muzhi Guan, Zhilun Zhou +4
The recent outbreak of the novel coronavirus (COVID-19) has infected millions of citizens worldwide and claimed many lives. This paper examines its impact on the Chinese e-commerce…
Active Learning for Human-in-the-Loop Customs Inspection
Sundong Kim, Tung-Duong Mai, Sungwon Han +5
We study the human-in-the-loop customs inspection scenario, where an AI-assisted algorithm supports customs officers by recommending a set of imported goods to be inspected. If the…
Collecting the Public Perception of AI and Robot Rights
Gabriel Lima, Changyeon Kim, Seungho Ryu +2
Whether to give rights to artificial intelligence (AI) and robots has been a sensitive topic since the European Parliament proposed advanced robots could be granted "electronic per…
Risk Communication in Asian Countries: COVID-19 Discourse on Twitter
Sungkyu Park, Sungwon Han, Jeongwook Kim +6
COVID-19 has become one of the most widely talked about topics on social media. This research characterizes risk communication patterns by analyzing the public discourse on the nov…
COVID-19 Vaccine Acceptance in the US and UK in the Early Phase of the Pandemic: AI-Generated Vaccines Hesitancy for Minors, and the Role of Governments
Gabriel Lima, Meeyoung Cha, Chiyoung Cha +1
This study presents survey results of the public's willingness to get vaccinated against COVID-19 during an early phase of the pandemic and examines factors that could influence va…
Responsible AI and Its Stakeholders
Gabriel Lima, Meeyoung Cha
Responsible Artificial Intelligence (AI) proposes a framework that holds all stakeholders involved in the development of AI to be responsible for their systems. It, however, fails…
"Trust me, I have a Ph.D.": A Propensity Score Analysis on the Halo Effect of Disclosing One's Offline Social Status in Online Communities
Kunwoo Park, Haewoon Kwak, Hyunho Song +1
Online communities adopt various reputation schemes to measure content quality. This study analyzes the effect of a new reputation scheme that exposes one's offline social status,…
The Conflict Between People's Urge to Punish AI and Legal Systems
Gabriel Lima, Meeyoung Cha, Chihyung Jeon +1
Regulating artificial intelligence (AI) has become necessary in light of its deployment in high-risk scenarios. This paper explores the proposal to extend legal personhood to AI an…
A Comprehensive Approach to Unsupervised Embedding Learning based on AND Algorithm
Sungwon Han, Yizhan Xu, Sungwon Park +2
Unsupervised embedding learning aims to extract good representation from data without the need for any manual labels, which has been a critical challenge in many supervised learnin…