Incorporating Hierarchical Information into the Matrix Factorization Model for Collaborative Filtering

Ali Mashhoori; Sattar Hashemi

doi:10.1007/978-3-642-28493-9_53

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Incorporating Hierarchical Information into the Matrix Factorization Model for Collaborative Filtering

Ali Mashhoori Sattar Hashemi

Year: 2012 Lecture notes in computer science Pages: 504-513 Publisher: Springer Science+Business Media

DOI: 10.1007/978-3-642-28493-9_53

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Keywords:

Collaborative filtering Computer science Recommender system Matrix decomposition Hierarchy Scalability Factorization Artificial intelligence Matrix (chemical analysis) Hierarchical database model Data mining Information retrieval Personalization Machine learning Algorithm Database World Wide Web

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Recommender Systems and Techniques

Physical Sciences → Computer Science → Information Systems

Music and Audio Processing

Physical Sciences → Computer Science → Signal Processing

Human Mobility and Location-Based Analysis

Social Sciences → Social Sciences → Transportation

Incorporating Hierarchical Information into the Matrix Factorization Model for Collaborative Filtering

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