April 2017
Beginner to intermediate
358 pages
9h 30m
English
Content preview from Learning Data Mining with Python - Second Edition
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Follow Recommendations Using Graph Mining
Graphs can be used to represent a wide range of phenomena. This is particularly true for online social networks, and the Internet of Things (IoT). Graph mining is big business, with websites such as Facebook running on data analysis experiments performed on graphs.
Social media websites are built upon engagement. Users without active news feeds, or interesting friends to follow, do not engage with sites. In contrast, users with more interesting friends and followees engage more, see more ads. This leads to larger revenue streams for the website.
In this chapter, we look at how to define similarity on graphs, and how to use them within a data mining context. Again, this is based on a model of the ...
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I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.