Predicting the Big 5 personality traits from digital footprints on social media: A meta-analysis

D Azucar, D Marengo, M Settanni - Personality and individual differences, 2018 - Elsevier
The growing use of social media among Internet users produces a vast and new source of
user generated ecological data, such as textual posts and images, which can be collected …

Artificial intelligence and mass personalization of communication content—An ethical and literacy perspective

E Hermann - New media & society, 2022 - journals.sagepub.com
Artificial intelligence (AI) is (re) shaping communication and contributes to (commercial and
informational) need satisfaction by means of mass personalization. However, the substantial …

Leveraging artificial intelligence in marketing for social good—An ethical perspective

E Hermann - Journal of Business Ethics, 2022 - Springer
Artificial intelligence (AI) is (re) shaping strategy, activities, interactions, and relationships in
business and specifically in marketing. The drawback of the substantial opportunities AI …

The multipurpose application WeChat: a review on recent research

C Montag, B Becker, C Gan - Frontiers in psychology, 2018 - frontiersin.org
With currently over one billion monthly active users, the Chinese social media and
multipurpose application WeChat (, Wēixìn, micro-message) has become one of the world's …

[HTML][HTML] Smart nudging: How cognitive technologies enable choice architectures for value co-creation

C Mele, TR Spena, V Kaartemo, ML Marzullo - Journal of Business …, 2021 - Elsevier
People make decisions and take actions to improve their viability everyday, and they
increasingly turn to artificial intelligence (AI) to assist with their decision making. Such trends …

Capturing marketing information to fuel growth

RY Du, O Netzer, DA Schweidel… - Journal of …, 2021 - journals.sagepub.com
Marketing is the functional area primarily responsible for driving the organic growth of a firm.
In the age of digital marketing and big data, marketers are inundated with increasingly rich …

In pursuit of enhanced customer retention management: Review, key issues, and future directions

E Ascarza, SA Neslin, O Netzer, Z Anderson… - Customer Needs and …, 2018 - Springer
In today's turbulent business environment, customer retention presents a significant
challenge for many service companies. Academics have generated a large body of research …

When words sweat: Identifying signals for loan default in the text of loan applications

O Netzer, A Lemaire… - Journal of Marketing …, 2019 - journals.sagepub.com
The authors present empirical evidence that borrowers, consciously or not, leave traces of
their intentions, circumstances, and personality traits in the text they write when applying for …

An analysis of the interaction between intelligent software agents and human users

C Burr, N Cristianini, J Ladyman - Minds and machines, 2018 - Springer
Interactions between an intelligent software agent (ISA) and a human user are ubiquitous in
everyday situations such as access to information, entertainment, and purchases. In such …

Machine learning-based mathematical modelling for prediction of social media consumer behavior using big data analytics

K Chaudhary, M Alam, MS Al-Rakhami, A Gumaei - Journal of Big Data, 2021 - Springer
Social media is popular in our society right now. People are using social media platforms to
purchase various products. We collected the data from various social media platforms. We …