O'Reilly logo

Algorithms of the Intelligent Web by Dmitry Babenko, Haralambos Marmanis

Stay ahead with the world's most comprehensive technology and business learning platform.

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, tutorials, and more.

Start Free Trial

No credit card required

Chapter 7. Putting it all together: an intelligent news portal

This chapter covers:

  • Getting and cleansing content from the internet

  • Searching for news stories

  • Assigning news categories

  • Building news groups

Each of the earlier chapters described a particular group of algorithms. We studied search algorithms, recommendation algorithms, clustering algorithms, and classification algorithms. We examined each of these in their own context and their own particular use case. The same algorithms can be used in many other cases, and it's possible to employ all of them to enhance an existing application.

The purpose of this chapter is to show how each algorithm can be leveraged in the setting of a single application. Where can we use a clustering algorithm? How ...

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, interactive tutorials, and more.

Start Free Trial

No credit card required