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Collaborative Filtering
CS294 Practical Machine Learning
Aleksandr Simma (asimma@cs)
Based on slides by Pat Flaherty
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简要介绍了电子商务推荐系统的概念、作用及组成构件,给出了推荐技术分类标准,系统综述了协同
过滤推荐、基于内容推荐、基于人口统计信息推荐、基于效用推荐、基于知识推荐和基于规则推荐等6 种主要的推
荐技术。对这些推荐技术的优缺点进行了比较,介绍了推荐评价技术。重点评述了电子商务个性化推荐领域中的
研究热点问题,并分析了目前国内电子商务个性化推荐理论研究和应用现状,最后提出了电子商务个性化推荐领
域所面临的挑战。-To make E- business system actively
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协同过滤,相似性算法,一篇很好的文章,很有参考价值-Collaborative filtering, similarity algorithm, a very good article, great reference value
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协同过滤,相似性算法,非常好的文献,对于系统设计有很大的帮助-Collaborative filtering, similarity algorithm, very good literature, a great help for the system design
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内容推荐系统,协同过滤,ItemC,UserCF,SlopeOne-Content recommendation system, collaborative filtering, ItemC, UserCF, SlopeOne
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collaborative filtering pdf
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Implementation of Collaborative Filtering Approach in Preference Aware Service Recommendation
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集体智慧编程中文版,本书以机器学习与计算统计为主题背景,专门讲述如何挖掘和分析web上的数据和 资源。本书包含协作过滤技术,集群数据分析,搜索引擎核心技术,贝叶斯过滤技术等。-Collective intelligence programming Chinese edition, the book in machine learning and statistics are calculated as the theme, specifically on how to mine and anal
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Abstract—Service-oriented computing and Web services are
becoming more and more popular, enabling organizations to use
the Web as a market for selling their own Web services and consuming
existing Web services others. Nevertheless, with the
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基于模糊聚类的协同过滤算法,是一篇讲算法的文章,没有具体实现,为caj文件,需用特定阅读器打开-Fuzzy clustering algorithm based on collaborative filtering, the article is an article about the algorithm, there is no specific implementation for caj documents required specific reader opens
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基于物品的协作型过滤推荐算法和原理讲解。。。(Article based collaborative filtering algorithm and principle explanation)
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cdl深度协同过滤算法代码实现,有matlab和c++的实现代码(cdl depth collaborative filtering algorithm code, there are matlab and c ++ implementation code)
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