Book-Recommendation-System是一个基于隐语言模型的图书推荐系统。使用movielens数据集,对隐含语言模型的改进算法Bias-SVD,SVD++,AsymmetricSVD在tensorflow进行比较;对隐语义模型的训练速度提出改进学习率的梯度下降法和Adam;根据隐语义模型的特性对图书标签进行聚类,最后使用隐语义模型构建了一个图书推荐系统。
☆25May 14, 2020Updated 6 years ago
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