Natural language processing (NLP) in management research: A literature review

Y Kang, Z Cai, CW Tan, Q Huang… - Journal of Management …, 2020 - Taylor & Francis
Natural language processing (NLP) is gaining momentum in management research for its
ability to automatically analyze and comprehend human language. Yet, despite its extensive …

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 …

Social support, source credibility, social influence, and impulsive purchase behavior in social commerce

X Hu, X Chen, RM Davison - International Journal of Electronic …, 2019 - Taylor & Francis
ABSTRACT Social commerce (s-commerce)—the use of social media to support electronic
commerce—has become pervasive. This paper aims to investigate an important type of …

[HTML][HTML] Measuring open innovation practices through topic modelling: Revisiting their impact on firm financial performance

Q Lu, H Chesbrough - Technovation, 2022 - Elsevier
Despite the popularity of open innovation in recent years, studies examining the impact of
open innovation upon firm performance have shown mixed results. Previous empirical work …

What makes user-generated content more helpful on social media platforms? Insights from creator interactivity perspective

W Zhuang, Q Zeng, Y Zhang, C Liu, W Fan - Information processing & …, 2023 - Elsevier
A growing number of enterprises begin to utilize user-generated content (UGC) to help build
brand awareness and loyalty on social media platforms. Thus, it is important to investigate …

Digital influencers, social power and consumer engagement in social commerce

P Wang, Q Huang - Internet Research, 2023 - emerald.com
Purpose Social commerce platforms are prevalent in the explosion of social media and e-
commerce, and they enable conversations across a broad range of topics. However, their …

Quantifying the impacts of online fake news on the equity value of social media platforms–Evidence from Twitter

S Velichety, U Shrivastava - International Journal of Information …, 2022 - Elsevier
Abstract Online Fake News characterized by falsehood and ambiguity is significantly
shaking up various aspects of social, economic, and political life across the globe. In …

The effects of trust and platform innovation characteristics on consumer behaviors in social commerce: A social influence perspective

L Zhao, Y Xu, X Xu - Electronic Commerce Research and Applications, 2023 - Elsevier
Social commerce is a relatively new e-commerce model that has the potential to drive
consumption growth and promote flexible social employment. However, despite its potential …

The effect of different social media marketing channels and events on movie box office: An elaboration likelihood model perspective

L Liao, T Huang - Information & Management, 2021 - Elsevier
Social media has become an important marketing media to attract and retain consumers.
This article focuses on the movie industry and aims to investigate how different channels …

Artificial intelligence and empirical consumer research: A topic modeling analysis

S Vaid, S Puntoni, AR Khodr - Journal of Business Research, 2023 - Elsevier
Artificial Intelligence (AI) techniques are reshaping academic and managerial practice and
providing an array of opportunities to leverage data for insights into consumer behavior …