Chapter 6. Job Recommendation Engine
We have already seen how to develop a recommendation system for the e-commerce product in Chapter 4, Recommendation Systems for e-Commerce, Now, we will apply the same concepts that you learned in Chapter 4, Recommendation Systems for e-Commerce but the type and format of the dataset is different. Basically, we will build a job recommendation engine. For this application, we have taken into account the text dataset. The main concept of building the recommendation engine will not change, but this chapter gives you a fair idea of how to apply the same concepts to different types of datasets.
In this chapter, we will cover the following topics:
Introducing the problem statement
Understanding the datasets
Building the baseline approach
Implementing the baseline approach
Understanding the testing matrix
Problems with the baseline approach
Optimizing the baseline approach
Building the revised approach
Implementing the revised approach
Testing the revised approach
Problems...