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Keywords: Machine learning
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Journal Articles
Journal:
European Journal of Marketing
European Journal of Marketing (2026) 60 (9): 2230–2253.
Published: 19 December 2025
...Lin Jia; Suraksha Gupta; Chaonan Yan; Yichuan Wang; Ao Shen Purpose This study uses machine learning approach to detect food safety risks and identify potential solutions by analyzing consumer reviews in the online catering platform. Design/methodology/approach The approach involves analyzing...
Journal Articles
Journal:
European Journal of Marketing
European Journal of Marketing (2024) 58 (8): 1858–1887.
Published: 08 August 2024
...- and image-mining techniques such as machine learning are used to measure the research variables and test the model by PLS-SEM. Findings The results indicate that affective engagement has a more significant impact on behavioural engagement than cognitive engagement for multidimensional actor engagement...
Journal Articles
Journal:
European Journal of Marketing
European Journal of Marketing (2022) 56 (6): 1590–1609.
Published: 05 April 2021
..., 1992): Personality Advertising Artificial intelligence Machine learning Personality traits Advances in natural language processing and machine learning algorithms enable organisations to develop superior insight into the personality of their customers and employees (Schwartz et al...
Journal Articles
Journal:
European Journal of Marketing
European Journal of Marketing (2021) 55 (2): 337–362.
Published: 23 November 2020
... of online searches. We use this finding to provide important managerial implications. Predictor Online search Random forest Machine learning Influencer Instrumental variable Causal relationship Cross-validation Movie revenue Review disagreement The motion picture industry is one...
Journal Articles
Journal:
European Journal of Marketing
European Journal of Marketing (2020) 54 (3): 473–477.
Published: 27 February 2020
... research focuses on the producers of the words than the words themselves and urges researchers to use AI and machine learning to extract meaning and value from the oceans of text and other content generated by organizations and their customers. Our intention with this special issue, however, was depth...
Journal Articles
Hsiu-Yuan (Jody) Tsao, Colin L. Campbell, Sean Sands, Carla Ferraro, Alexis Mavrommatis, Steven (Qiang) Lu
Journal:
European Journal of Marketing
European Journal of Marketing (2020) 54 (3): 511–524.
Published: 06 December 2019
...Hsiu-Yuan (Jody) Tsao; Colin L. Campbell; Sean Sands; Carla Ferraro; Alexis Mavrommatis; Steven (Qiang) Lu Purpose This paper aims to develop a novel and generalizable machine-learning based method of measuring established marketing constructs through passive analysis of consumer-generated textual...
