Machine learning for synthetic data generation: a review

Y Lu, M Shen, H Wang, X Wang, C van Rechem… - arXiv preprint arXiv …, 2023 - arxiv.org
Machine learning heavily relies on data, but real-world applications often encounter various
data-related issues. These include data of poor quality, insufficient data points leading to …

Economic research on privacy regulation: Lessons from the GDPR and beyond

G Johnson - 2022 - nber.org
This paper reviews the economic literature on the European Union's General Data
Protection Regulation (GDPR). I highlight key challenges for studying the regulation …

A strategic framework for artificial intelligence in marketing

MH Huang, RT Rust - Journal of the Academy of Marketing Science, 2021 - Springer
The authors develop a three-stage framework for strategic marketing planning, incorporating
multiple artificial intelligence (AI) benefits: mechanical AI for automating repetitive marketing …

How artificial intelligence will affect the future of retailing

A Guha, D Grewal, PK Kopalle, M Haenlein… - Journal of …, 2021 - Elsevier
Artificial intelligence (AI) will substantially impact retailing. Building on past research and
from interviews with senior managers, we examine how senior retailing managers should …

Artificial intelligence: The light and the darkness

D Grewal, A Guha, CB Satornino… - Journal of Business …, 2021 - Elsevier
That artificial intelligence (AI) has the potential to provide significant benefits is generally
accepted by both practitioners and scholars. However, the dark side of AI is less discussed …

Role of artificial intelligence in marketing strategies and performance

CW Wu, A Monfort - Psychology & Marketing, 2023 - Wiley Online Library
This study examines the role of artificial intelligence (AI) as a marketing strategy and
explains its contribution to firms and the factors influencing their development. The study …

[HTML][HTML] Data analytics in a privacy-concerned world

J Wieringa, PK Kannan, X Ma, T Reutterer… - Journal of Business …, 2021 - Elsevier
Data is considered the new oil of the economy, but privacy concerns limit their use, leading
to a widespread sense that data analytics and privacy are contradictory. Yet such a view is …

The “first principles” of marketing strategy

RW Palmatier, AT Crecelius - Ams Review, 2019 - Springer
The marketing domain has grown increasingly rich with data, frameworks, and analyses that
enable marketers to craft and execute effective strategies, but they simultaneously represent …

Marketing insights from multimedia data: text, image, audio, and video

R Grewal, S Gupta, R Hamilton - Journal of Marketing …, 2021 - journals.sagepub.com
Today, both marketing practitioners and researchers have access to a wide variety of
multimedia data, such as combinations of text from social media posts and online reviews …

Reidentification Risk in Panel Data: Protecting for k-Anonymity

S Li, MJ Schneider, Y Yu… - Information Systems …, 2023 - pubsonline.informs.org
We consider the risk of reidentification of panelists in marketing research data that are
widely used to obtain insights into buyer behavior and to develop marketing strategy. We …