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Journal of Sensors
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2023
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Article
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Tab 1
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Research Article
[Retracted] PCA and Binary
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Means Clustering Based Collaborative Filtering Recommendation
Table 1
Performance comparison of collaborative filtering recommendation methods.
Algorithm\index
Recall
Precision
MAE
Time cost
Space cost
Traditional collaborative filtering algorithm
Low
Low
Low
Big
Small
Collaborative filtering recommendation algorithm based on PCA dimension reduction and binary
-
means clustering
Hight
Hight
Hight
Small
Big
Collaborative filtering algorithm based on slope one matrix prefilling model, principal component analysis, and binary
-
means clustering
Hight
Hight
Hight
More small
More big