Moving Beyond #edgerank for Personalized News Feeds
▻https://hackernoon.com/moving-beyond-edgerank-for-personalized-news-feeds-1227aa782d?source=rss
This blog post is broken into two parts and harkens back to learnings from a prior post. The sum of all these parts is altogether my best effort to provide you with a framework of how to take the creation of personalized news feeds to the next level.Part 1: Theory behind a very basic EdgeRank style algorithm that was used to build my own Instagram discovery engine.Part 2: Understanding how to use modern machine learning techniques to optimize ranking in feedsBrought to you by Stream.Part 1: How and why I used this score functionIn my last blog post, I walked through how to build your own Instagram discovery engine. It included a fair amount code, but not a lot of discussion around the theory behind why I chose the algorithm below to rank posts.So let’s dig into it a little more. In essence, (...)
#personalized-news-feeds #machine-learning #weekly-sponsor #edgerank-newsfeed