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

L Ma, B Sun - International Journal of Research in Marketing, 2020 - Elsevier
… to leverage machine learning methods. We provide an overview of common machine learning
… We argue that machine learning methods can process large-scale and unstructured data, …

[PDF][PDF] Online Consumer Behaviour in Social Media Post Types: A Data Mining Approach

D Gkikas, T Theodoridis… - … of the 49th …, 2020 - proceedings.emac-online.org
… of the different engagement metrics for different timeframes. We applied machine learning and
data … The variability of consumer engagement was also analysed highlighting the changes …

Neuromarketing and Big Data Analytics for Strategic Consumer Engagement: Emerging Research and Opportunities: Emerging Research and Opportunities

JC de Sousa - 2017 - books.google.com
… Neuromarketing for Strategic Consumer Engagement addresses several topics in the
discipline of Neuroscience articulated with the discipline of Neuromarketing. We present material …

Consumer engagement in digital entertainment: a systematic review

S Kumar - Digital Entertainment: The Next Evolution in Service …, 2021 - Springer
… of consumer engagement has attracted the marketers over the globe. The smartphones are
assumed as a means of user engagement for … review on consumer engagement in digital …

Association rules analysis between brand post characteristics and consumer engagement on social media

Z Zhao, Y Liu, J Wang, B Wang, Y Guo - Engineering Economics, 2021 - inzeko.ktu.lt
… intensity of different brand post characteristics on consumer engagement. Based on the
theory of consumer engagement, consumer engagement on social media is empirically studied …

How chatbots' social presence communication enhances consumer engagement: the mediating role of parasocial interaction and dialogue

WHS Tsai, Y Liu, CH Chuan - Journal of Research in Interactive …, 2021 - emerald.com
… tool for enhancing consumer engagement, this study pays … fostering consumer-brand
relationships in the CMC context. … tool to improve consumer engagement and enhance overall …

How to engage consumers through effective social media use—Guidelines for consumer goods companies from an emerging market

G Aydin, N Uray, G Silahtaroglu - Journal of theoretical and applied …, 2021 - mdpi.com
consumer brands. Post-related factors in addition to the contextual and temporal factors
influencing consumer engagement (… Through predictive analysis, four different machine learning

[PDF][PDF] THE EFFECT OF SOCIAL MEDIA CONTENT ON CONSUMER ENGAGEMENT

S Perquin - thesis.eur.nl
machine learning methods, which are supervised methods and methods that rely on dictionaries,
unsupervised methods. The machine-learning … set for the machine learning analysis is …

Understanding digital consumer: A review, synthesis, and future research agenda

A Sağkaya Güngör… - … Journal of Consumer …, 2022 - Wiley Online Library
… Using machine learning algorithms sets the current paper apart from classical systematic
literature … This era was all about consumer engagement with digital channels and digital media. …

Toward a tweet typology: Contributory consumer engagement with brand messages by content type

CJ Vargo - Journal of interactive advertising, 2016 - Taylor & Francis
… Drawing from self-disclosure and self-enhancement, it stands to reason that messages
generated by brands encouraging consumer expression should receive more engagement. …