Machine learning in marketing: Recent progress and future research directions

D Herhausen, SF Bernritter, EWT Ngai, A Kumar… - Journal of Business …, 2024 - Elsevier
Decision-making in marketing has changed dramatically in the past decade. Companies
increasingly use algorithms to generate predictions for marketing decisions, such as which …

Machine learning and AI in marketing–Connecting computing power to human insights

L Ma, B Sun - International Journal of Research in Marketing, 2020 - Elsevier
Artificial intelligence (AI) agents driven by machine learning algorithms are rapidly
transforming the business world, generating heightened interest from researchers. In this …

Machine learning in marketing: Overview, learning strategies, applications, and future developments

VA Brei - Foundations and Trends® in Marketing, 2020 - nowpublishers.com
The widespread impacts of artificial intelligence (AI) and machine learning (ML) in many
segments of society have not yet been felt strongly in the marketing field. Despite such …

Machine learning and marketing

D Dzyabura, H Yoganarasimhan - Handbook of marketing …, 2018 - elgaronline.com
Machine learning (ML) refers to the study of methods or algorithms designed to learn the
underlying patterns in the data and make predictions based on these patterns. 1 ML tools …

How can machine learning aid behavioral marketing research?

L Hagen, K Uetake, N Yang, B Bollinger, AJB Chaney… - Marketing Letters, 2020 - Springer
Behavioral science and machine learning have rapidly progressed in recent years. As there
is growing interest among behavioral scholars to leverage machine learning, we present …

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 …

[图书][B] Artificial intelligence for marketing: practical applications

J Sterne - 2017 - books.google.com
A straightforward, non-technical guide to the next major marketing tool Artificial Intelligence
for Marketing presents a tightly-focused introduction to machine learning, written specifically …

Machine learning and artificial intelligence use in marketing: a general taxonomy

A De Mauro, A Sestino, A Bacconi - Italian Journal of Marketing, 2022 - Springer
The emergence of consumer-generated data and the growing availability of Machine
Learning (ML) techniques are revolutionizing marketing practices. Marketers and …

The role of machine learning analytics and metrics in retailing research

XS Wang, JHJ Ryoo, N Bendle, PK Kopalle - Journal of Retailing, 2021 - Elsevier
This research presents the use of machine learning analytics and metrics in the retailing
context. We first discuss what is machine learning and explain the field's origins. We then …

[图书][B] Predictive marketing: Easy ways every marketer can use customer analytics and big data

O Artun, D Levin - 2015 - books.google.com
Make personalized marketing a reality with this practical guide to predictive analytics
Predictive Marketing is a predictive analytics primer for organizations large and small …