Data, measurement, and causal inferences in machine learning: opportunities and challenges for marketing
JF Hair Jr, M Sarstedt - Journal of Marketing Theory and Practice, 2021 - Taylor & Francis
The emergence of digital data and the methods used to analyze them are revolutionizing
marketing research. The vast quantity of data offers marketing researchers countless …
marketing research. The vast quantity of data offers marketing researchers countless …
Machine learning in marketing: A literature review, conceptual framework, and research agenda
EWT Ngai, Y Wu - Journal of Business Research, 2022 - Elsevier
In recent years, machine learning (ML) and artificial intelligence (AI) have attracted
considerable attention in different industry sectors, including marketing. ML and AI hold …
considerable attention in different industry sectors, including marketing. ML and AI hold …
Machine learning and AI in marketing–Connecting computing power to human insights
Artificial intelligence (AI) agents driven by machine learning algorithms are rapidly
transforming the business world, generating heightened interest from researchers. In this …
transforming the business world, generating heightened interest from researchers. In this …
[HTML][HTML] Setting the future of digital and social media marketing research: Perspectives and research propositions
The use of the internet and social media have changed consumer behavior and the ways in
which companies conduct their business. Social and digital marketing offers significant …
which companies conduct their business. Social and digital marketing offers significant …
[HTML][HTML] Algorithmic bias in machine learning-based marketing models
This article introduces algorithmic bias in machine learning (ML) based marketing models.
Although the dramatic growth of algorithmic decision making continues to gain momentum in …
Although the dramatic growth of algorithmic decision making continues to gain momentum in …
[HTML][HTML] Solving the product uncertainty hurdle in social commerce: The mediating role of seller uncertainty
AS Al-Adwan, H Yaseen - International Journal of Information Management …, 2023 - Elsevier
Social commerce, which combines the transactional side of e-commerce with social
interactions, has grown in popularity throughout the last years. Despite the fact that the issue …
interactions, has grown in popularity throughout the last years. Despite the fact that the issue …
An empirical comparison of machine learning methods for text-based sentiment analysis of online consumer reviews
The amount of digital text-based consumer review data has increased dramatically and
there exist many machine learning approaches for automated text-based sentiment analysis …
there exist many machine learning approaches for automated text-based sentiment analysis …
Customer emotions in service robot encounters: A hybrid machine-human intelligence approach
Understanding consumer emotions arising from robot-customers encounters and shared
through online reviews is critical for forecasting consumers' intention to adopt service robots …
through online reviews is critical for forecasting consumers' intention to adopt service robots …
AI and digitalization in relationship management: Impact of adopting AI-embedded CRM system
S Chatterjee, R Chaudhuri, D Vrontis - Journal of Business Research, 2022 - Elsevier
The purpose of this study is to determine the impact of adopting a artificial intelligence-
embedded customer relationship management (CRM) system for business-to-business …
embedded customer relationship management (CRM) system for business-to-business …
[HTML][HTML] Marketing perspectives on digital business models: A framework and overview of the special issue
PC Verhoef, THA Bijmolt - International Journal of Research in Marketing, 2019 - Elsevier
Strong digital developments are changing markets, and firms may adopt a digital business
model to deal with these developments. This special issue focuses on such digital business …
model to deal with these developments. This special issue focuses on such digital business …