Governance and design of digital platforms: a review and future research directions on a meta-organization

L Chen, TW Tong, S Tang, N Han - Journal of management, 2022 - journals.sagepub.com
The burgeoning digital-platforms literature across multiple business disciplines has primarily
characterized the platform as a market or network. Although the organizing role of platform …

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 …

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 …

How to conduct rigorous supervised machine learning in information systems research: the supervised machine learning report card

N Kühl, R Hirt, L Baier, B Schmitz… - Communications of the …, 2021 - aisel.aisnet.org
In the last decade, applying supervised machine learning (SML) has become increasingly
popular in the information systems (IS) field. However, SML results rely on many different …

The economics of movies (revisited): A survey of recent literature

J McKenzie - Journal of Economic Surveys, 2023 - Wiley Online Library
Twenty years ago, there were all but a handful of scholarly studies published about the
economics of the motion picture industry. Over the first decade of the new millennium, this …

The persuasive power of algorithmic and crowdsourced advice

J Gunaratne, L Zalmanson, O Nov - Journal of Management …, 2018 - Taylor & Francis
Prior research has shown that both advice generated through algorithms and advice
resulting from averaging peers' input can impact users' decision-making. However, it is not …

Sharing health information across online platforms: A systematic review

LH Le, PA Hoang, HC Pham - Health Communication, 2023 - Taylor & Francis
Advanced Web 2.0 communication technologies have facilitated health-related information
(HRI) sharing on the Internet. Especially, the COVID-19 pandemic and lockdowns around …

How open crowds self-organize

A Majchrzak, A Malhotra, MA Zaggl - Academy of Management …, 2021 - journals.aom.org
The ability of open crowds to produce useful and novel solutions is of significant research
and practical interest. Much of the existing research has assumed that crowd participants …

[HTML][HTML] Entity sentiment analysis in the news: A case study based on negative sentiment smoothing model (nssm)

M Luo, X Mu - International Journal of Information Management Data …, 2022 - Elsevier
This paper studied the sentiment on the 45th President of the United States in the news
using a new entity sentiment analysis model called Negative Sentiment Smoothing Model …

Praise or revenge: why do consumers post about organizations on social media

A Whiting, DL Williams, J Hair - Qualitative Market Research: An …, 2019 - emerald.com
Purpose The purpose of this study is to investigate motives for engaging in electronic word
of mouth (eWOM) about organizations on social media sites. This study explores motives for …