A Method based on One-class SVM for News Recommendation

• Published in: Procedia computer science Vol. 31; pp. 281 - 290
• Main Authors: Cui, Limeng, Shi, Yong
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 2014
• Subjects: Hierarchical recommendation algorithm; News recommendation; One-Class SVM; Similarity calculation; Vector Space Model (VSM); Hierarchical recommendation algorithm; News recommendation; One-Class SVM; Similarity calculation; Vector Space Model (VSM)

In order to provide intelligent recommendation and personalized service for users on news website, this paper presents a method based on One-Class SVM for news recommendation algorithm. By analyzing the news webpages and user's browsing history, and by building One-Class SVM model, this algorit...