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 ...

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