Index Terms
- Introduction: personalized views of personalization
Recommendations
Intent-aware Item-based Collaborative Filtering for Personalised Diversification
UMAP '18: Proceedings of the 26th Conference on User Modeling, Adaptation and PersonalizationDiversity has been identified as one of the key dimensions of recommendation utility that should be considered besides the overall accuracy of the system. A common diversification approach is to rerank results produced by a baseline recommendation ...
Personalized hybrid recommendation for group of users
Novel group hybrid method combining collaborative and content-based recommendation.Proposed method improves the quality of recommended items ordering.Proposed method increases the recommendation precision for very Top-N results.Applicable for single ...
Personalized Recommendation Algorithm Using User Demography Information
WKDD '09: Proceedings of the 2009 Second International Workshop on Knowledge Discovery and Data MiningPersonalized recommendation systems are web-based systems that aim at predicting a user’s interest on available products and services by relying on previously rated items and dealing with the problem of information and product overload. User demography ...
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