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Multi-Context Integrated Deep Neural Network Model for Next Location Prediction Abstract-The prediction of next location for users in location-based social networks has become an increasing significant requirement since it can benefit both users and business. However, existing methods lack an integrated analysis of sequence context, input contexts and user preferences in a unified way, and…
Privacy-Preserving Social Media Data Publishing for Personalized Ranking-Based Recommendation Abstract-Personalized recommendation is crucial to help users find pertinent information. It often relies on a large collection of user data, in particular users? online activity (e.g., tagging/rating/checking-in) on social media, to mine user preference. However, releasing such user activity data makes users vulnerable to inference attacks,…
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