Machine learning in marketing: Recent progress and future research directions
Decision-making in marketing has changed dramatically in the past decade. Companies
increasingly use algorithms to generate predictions for marketing decisions, such as which …
increasingly use algorithms to generate predictions for marketing decisions, such as which …
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 …
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 …
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 …
underlying patterns in the data and make predictions based on these patterns. 1 ML tools …
How can machine learning aid behavioral marketing research?
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 …
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 …
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 …
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 …
Learning (ML) techniques are revolutionizing marketing practices. Marketers and …
The role of machine learning analytics and metrics in retailing research
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 …
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 …
Predictive Marketing is a predictive analytics primer for organizations large and small …