百家号机器如何推荐内容给用户?

1、机器具有识别内容特征,将内容对应的推荐给对该领域感兴趣的用户。

百家号机器能根据用户阅读,筛选出属于什么领域,为该领域贴上标签。

机器也具有能计算和识别每个用户的基本信息、浏览喜好、行为特征,给用户贴上标签。

内容的特征标签与用户的特征标签相符后,这篇内容便会被推送至这个用户。

2、机器为了避免不受欢迎的内容占用过多推荐资源,将受欢迎的优质内容扩大推广范围,使用多次推荐的方式将内容推荐给感兴趣的用户。

首先内容会被推荐给一批对其最可能感兴趣的用户,这批用户的阅读标签与文章标签重合度最高,被系统认定对该内容感兴趣。

平台会根据第一次推荐后的效果,决定是否给予二次推荐。效果重点包含点击率、收藏数、评论数、转发数、读完率和页面停留时间等数据。


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