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recommender-system-handbook's Introduction

recommender-system-handbook

推荐系统技术、评估及高效算法书本理论的程序实现

模块名称 描述
common 公共模块
recommender-core 推荐核心模块

基础技术

数据预处理

分类

聚类分析

基于内容的推荐

基于内容推荐的基础

基于内容推荐的现状

未来趋势

基于近邻推荐方法

基于近临推荐

近邻方法的要素

高级进阶技术

协同过滤高级算法

因式分解

基于邻域的模型

情景感知推荐系统

推荐系统的情景

多种方法的集合

推荐系统的评估

实验设置

推荐系统的属性

推荐系统中的影响

基于评价推荐系统的进展

特性对评估推荐系统的影响

设计和评估推荐系统的解散

基于实例评价研究的产品推荐系统的可用性准则

基于示意图的产品目录可视化

推荐系统与群体

个性化web搜索中的群体、协作、与推荐系统

社会化标签推荐

信任和推荐

组推荐系统

高级算法

推荐系统中的偏好聚合

推荐系统中的主动学习

多准则推荐系统

具有健壮性的协同过滤

recommender-system-handbook's People

Contributors

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Watchers

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