An Adaptive Social Network-Aware Collaborative Filtering Algorithm for Improved Rating Prediction Accuracy

An Adaptive Social Network-Aware Collaborative Filtering Algorithm for Improved Rating Prediction Accuracy

When information from traditional recommender systems is augmented with information about user relationships that social networks store, more successful recommendations can be produced. However, this information regarding user relationships may not always be available, since some users may not conse...

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Bibliographic Details
Main Authors: Dionisis Margaris, Anna Kobusinska, Dimitris Spiliotopoulos, Costas Vassilakis
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Social computing
recommender systems
performance evaluation
Online Access:https://ieeexplore.ieee.org/document/9040526/

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