In digital platforms such as e-commerce and service websites, user intent is often assumed to remain constant throughout a session. However, in reality, users frequently change their preferences and goals while browsing. Existing systems fail to detect these real-time intent shifts, resulting in irrelevant recommendations, poor user experience, and reduced conversion rates.
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