[转]一文简单理解“推荐系统”原理及架构
本文主要介绍什么是推荐系统,为什么需要推荐系统,如何实现推荐系统的方案,包括实现推荐系统的一些常见模型,希望给读者提供学习实践参考。 1. 为什么需要推荐系统 对于信息消费者,需要从大量信息中找到自己感兴趣的信息,而在信息过载时代,用户难以从大量信息中获取自己感兴趣、或者对自己有价值的信息。
Just One Pure ITer
本文主要介绍什么是推荐系统,为什么需要推荐系统,如何实现推荐系统的方案,包括实现推荐系统的一些常见模型,希望给读者提供学习实践参考。 1. 为什么需要推荐系统 对于信息消费者,需要从大量信息中找到自己感兴趣的信息,而在信息过载时代,用户难以从大量信息中获取自己感兴趣、或者对自己有价值的信息。
[resource]谷歌前员工因建言YouTube被炒鱿鱼,开源揭秘其算法
[resource]微博推荐系统架构揭秘:基于机器学习的个性化Push应用实践
[source]在线购买率转化高达60%,Amazon推荐系统是如何做到的?
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