Từ khoá : user behavior analytics
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Understanding the role of AI in user behavior analytics and content personalization: concepts, benefits and ethical considerations
Understanding the role of AI in user behavior analytics and content personalization: concepts, benefits and ethical considerations
Content personalization is a deciding factor that shapes modern communication on digital platforms. Organizations, particularly companies, are investing increasingly on leveraging AI in communication activities to engage with and retain users. This article investigates how AI is used to monitor, analyze and ultilize user behavior data to enhance personalized content experiences in digital environments. Research results show that in addition to the benefits that AI brings such as enhancing user experience and marketing communication effectiveness for organizations, the application of AI in content personalization also takes its toll on privacy, the "filter bubble" phenomenon, and ethical issues related to transparency and fairness. To ensure trust and sustainable development, the article emphasizes the responsible and transparent use of AI as well as maintaining compliance with data protection laws.
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Understanding the role of AI in user behavior analytics and content personalization: concepts, benefits and ethical considerations
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