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Abstract In the digital era, accurate news recommendation is essential for improving user engagement and supporting effective information delivery. Most existing methods mainly focus on semantic or structural signals, while largely overlooking users’ sentiment preferences toward entities in their reading histories. As a result, these approaches struggle to model dynamic sentiment patterns and fail to provide sufficiently personalized recommendations.
As a journalist, you can create a free Muck Rack account to customize your profile, list your contact preferences, and upload a portfolio of your best work.
