A new user similarity model to improve the accuracy of collaborative filtering

•We first analyze the shortages of the existing similarity measures in collaborative filtering.•And second, we propose a new user similarity model to overcome these drawbacks.•We compare the new model with many other similarity measures on two real data sets.•Experiments show that the new model can...

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