I am glad to see this on the HN front page - excellent overview of graph theory and interesting ideas for using data flow and also a common API for several underlying graph datastores. The first part that used matrix/tensors to explain different types of graphs and operations was good also.
For further background and more code examples I can really recommend O'Reilly's "Programming the Semantic Web" [Segaran et al.]
In a similar vein is the superb "Programming Collective Intelligence", also from O'Reilly.
Btw if youre further interested the authors other papers are listed at http://markorodriguez.com/Lectures.html . Bonus you dont need a slideshare account to download the slides pointed to by this story.