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A Collaborative Filtering Recommendation Algorithm with Improved Similarity Calculation Cover

A Collaborative Filtering Recommendation Algorithm with Improved Similarity Calculation

International Journal of Advanced Network, Monitoring and Controls
Volume 3 (2018): Issue 1 (January 2018)
By: Yang Ju,  Liu Bailin and  Zhixiang Zhao  
Open Access
|May 2018

Figures & Tables

TABLE I.

TRAINING DATA MATRIX

TABLE II.

MOIVELENS DATASET INFORMATION

Figure 1.

Comparison of precision between IPCF algorithm and traditional algorithm

Figure 2.

Comparison between the baseline predictors model and the traditional model
DOI: https://doi.org/10.21307/ijanmc-2018-019 | Journal eISSN: 2470-8038
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Language: English
Page range: 97 - 100
Published on: May 7, 2018
Published by: Xi’an Technological University
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
Recommendation Algorithm,
Collaborative Filtering,
Similarity Calculation,
Baseline Predictors Model
Related subjects:
Computer sciences,
Computer sciences, other

© 2018 Yang Ju, Liu Bailin, Zhixiang Zhao, published by Xi’an Technological University
This work is licensed under the Creative Commons Attribution 4.0 License.

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