Deep transfer learning & beyond: Transformer language models in information systems research

R Gruetzemacher, D Paradice - ACM Computing Surveys (CSUR), 2022 - dl.acm.org
AI is widely thought to be poised to transform business, yet current perceptions of the scope
of this transformation may be myopic. Recent progress in natural language processing …

Short video apps as a health information source: an investigation of affordances, user experience and users' intention to continue the use of TikTok

S Song, YC Zhao, X Yao, Z Ba, Q Zhu - Internet Research, 2021 - emerald.com
Purpose Although leveraging social media to access healthcare information is nothing new,
a boom in short video apps offers new potential for disseminating health-related information …

[PDF][PDF] Connecting systems, data, and people: A multidisciplinary research roadmap for chronic disease management.

I Bardhan, H Chen, E Karahanna - MIS Quarterly, 2020 - researchgate.net
Chronic diseases (such as diabetes, asthma, heart disease, lung disease, cancer,
depression, stroke, hypertension, and Alzheimer's) are responsible for seven out of ten …

Predicting aspect-based sentiment using deep learning and information visualization: The impact of COVID-19 on the airline industry

YC Chang, CH Ku, DD Le Nguyen - Information & Management, 2022 - Elsevier
This study investigates customer satisfaction through aspect-level sentiment analysis and
visual analytics. We collected and examined the flight reviews on TripAdvisor from January …

The power of talk: Exploring the effects of streamers' linguistic styles on sales performance in B2B livestreaming commerce

L Liu, J Fang, L Yang, L Han, MA Hossin… - Information Processing & …, 2023 - Elsevier
B2B livestreaming has become increasingly popular, but few studies have investigated the
role of streamers in these B2B livestreaming events. In contrast to the existing studies that …

An apple a day–how the platform economy impacts value creation in the healthcare market

A Gleiss, M Kohlhagen, K Pousttchi - Electronic Markets, 2021 - Springer
The healthcare industry has been slow to adopt new technologies and practices. However,
digital and data-enabled innovations diffuse the market, and the COVID-19 pandemic has …

Understanding older adults' intention to share health information on social media: the role of health belief and information processing

L Shang, J Zhou, M Zuo - Internet Research, 2021 - emerald.com
Purpose Social media greatly enhances public access to health information and thus attracts
older adults who tend to attach more importance to their health. This study aims to identify …

Evaluating digital health services quality via social media

Y Liu, XJ Wang, ZS Chen, Y Zhang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Given the widespread demand for digital health services, a systematic study on the quality of
digital health services is essential. Based on the current situation of tertiary hospitals in …

Semi-supervised cyber threat identification in dark net markets: A transductive and deep learning approach

M Ebrahimi, JF Nunamaker Jr… - Journal of Management …, 2020 - Taylor & Francis
ABSTRACT Dark Net Marketplaces (DNMs), online selling platforms on the dark web,
constitute a major component of the underground economy. Due to the anonymity and …

Healthcare analytics: A techno-functional perspective

S Singha, H Arha, AK Kar - Technological Forecasting and Social Change, 2023 - Elsevier
The use of data analytics, particularly Artificial Intelligence (AI), has significantly transformed
decision-making in healthcare. However, academic scholarship has expressed concerns …