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Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Limitatons of hybridization strategies
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Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Item based Recommendation, User based Recommendation, Model based approaches, Matrix Factorization, Attacks on collaborative recommender systems, Opportunities for hybridization, Monolithic hybridization design: Feature combination
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Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Introduction, Evaluation designs, General properties of evaluation research, Evaluation on historical datasets, Offline evaluations
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Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Covariance Matrices
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Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Introduction to Recommender Systems, Advantages and drawbacks of content based filtering, Discovering Features of documents, Preprocessing and Feature Extraction, Methods for learning user profiles
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Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Matrix Operations, User Profiles
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Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Overview of Information Retrieval, Retrieval Models, Search and Filtering Techniques and Relevant Feedback, Recommender system functions, Understanding Ratings, Issues with Recommender systems, Applications of Recommendation systems
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Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Methods for learning user profiles
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Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:High level architecture of content based systems, Item profiles, Obtaining Item features from tags
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Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Similarity based Retrieval, Classification algorithms