Machine-learning-based Classification of Customers’ Behavioural Model in Instagram
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DOI: 10.1177/09718907241286336
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- Hajli, Nick & Shanmugam, Mohana & Papagiannidis, Savvas & Zahay, Debra & Richard, Marie-Odile, 2017. "Branding co-creation with members of online brand communities," Journal of Business Research, Elsevier, vol. 70(C), pages 136-144.
- Xi, Nannan & Hamari, Juho, 2019. "Does gamification satisfy needs? A study on the relationship between gamification features and intrinsic need satisfaction," International Journal of Information Management, Elsevier, vol. 46(C), pages 210-221.
- Christian Janiesch & Patrick Zschech & Kai Heinrich, 2021. "Machine learning and deep learning," Electronic Markets, Springer;IIM University of St. Gallen, vol. 31(3), pages 685-695, September.
- Changhyun Nam & Kyunghwa Cho & Young Do Kim, 2021. "Cross-cultural examination of apparel online purchase intention: S-O-R paradigm," Journal of Global Fashion Marketing, Taylor & Francis Journals, vol. 12(1), pages 62-76, January.
- Hallikainen, Heli & Luongo, Milena & Dhir, Amandeep & Laukkanen, Tommi, 2022. "Consequences of personalized product recommendations and price promotions in online grocery shopping," Journal of Retailing and Consumer Services, Elsevier, vol. 69(C).
- Jakub Kubiczek & Bartłomiej Hadasik & Dominika Krawczyńska & Kornelia Przedworska & Erika Zsuzsanna Madarász & Aleksandra Ryczko, 2024. "Perspective of Created Value in Consumer Choice: Comparison of Economic and Ecological Dimensions," SAGE Open, , vol. 14(1), pages 21582440241, March.
- Shrestha, Yash Raj & Krishna, Vaibhav & von Krogh, Georg, 2021. "Augmenting organizational decision-making with deep learning algorithms: Principles, promises, and challenges," Journal of Business Research, Elsevier, vol. 123(C), pages 588-603.
- Kyung Hoon Kim & Eunju Ko & Sang Jin Kim & Qi Jiang, 2021. "Digital service innovation, customer engagement, and customer equity in AR marketing," Journal of Global Scholars of Marketing Science, Taylor & Francis Journals, vol. 31(3), pages 453-466, July.
- Dominici, Andrea & Boncinelli, Fabio & Gerini, Francesca & Marone, Enrico, 2021. "Determinants of online food purchasing: The impact of socio-demographic and situational factors," Journal of Retailing and Consumer Services, Elsevier, vol. 60(C).
- Gratiela Dana Boca, 2021. "Factors Influencing Consumer Behavior in Sustainable Fruit and Vegetable Consumption in Maramures County, Romania," Sustainability, MDPI, vol. 13(4), pages 1-20, February.
- Muninger, Marie-Isabelle & Mahr, Dominik & Hammedi, Wafa, 2022. "Social media use: A review of innovation management practices," Journal of Business Research, Elsevier, vol. 143(C), pages 140-156.
- Prince Clement Addo & Jiaming Fang & Andy Ohemeng Asare & Nora Bakabbey Kulbo, 2021. "Customer engagement and purchase intention in live-streaming digital marketing platforms," The Service Industries Journal, Taylor & Francis Journals, vol. 41(11-12), pages 767-786, September.
- Xue, Zhebin & Li, Qing & Zeng, Xianyi, 2023. "Social media user behavior analysis applied to the fashion and apparel industry in the big data era," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
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Consumer behaviour; Meta; Instagram; Facebook;All these keywords.
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