Personalized Advertising and Customer Behavior Personalized Advertising and Customer Behavior: The Influence of Data-Driven Marketing on Consumer Decision-Making Research Paper by: Abdul Karim Affiliation: Master's Student, Bauman Moscow State Technical University Abstract In the contemporary digital economy, data-driven marketing has fundamentally restructured traditional promotional strategies, evolving from broad demographic reach to hyper-personalized consumer engagements . By integrating big data analytics, machine learning algorithms, and real-time behavioral tracking, contemporary marketers construct dynamic profiles that deliver tailored messaging precisely when consumers are most receptive. This paper provides a comprehensive analysis of the direct influence of personalized advertising on the human decision-making process, evaluating cog...
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