Searching for authors named "Ioannis Rousidis" – sorted by Relevance.
2 documents found, showing 1 through 2.
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Incremental Collaborative Filtering for Highly-Scalable Recommendation Algorithms
- …Abstract. Most recommendation systems employ variations of Collaborative Filtering (CF) for formulating suggestions of items relevant to users ’ interests. However, CF requires expensive computations that grow polynomially with the number of users and items in the database. Methods proposed for hand…
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On a Probabilistic Combination of Prediction Sources
- …Abstract. Recommender Systems (RS) are applications that provide personalized advice to users about products or services they might be interested in. To improve recommendation quality, many hybridization techniques have been proposed. Among all hybrids, the weighted recommenders have the main benefi…
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