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Ontology-Based Cold Start Algorithm by artetamour is a document available to read on EtoBox.
What is Ontology-Based Cold Start Algorithm about?
This paper presents an ontology-based recommendation algorithm (OBACS) aimed at improving recommendation diversity and serendipity in cold-start environments. The algorithm addresses challenges faced during different phases of user-item interactions by utilizing ontological similarity to enhance recommendations, achieving a nearly 50% increase in success rates. The study demonstrates the effectiveness of OBACS through experiments across various development phases, highlighting its ability to recommend cold
- Author
- artetamour
- Language
- EN