Natural Language Process

Question

i'm developing online leave management system for my final year project so i'm gonna integrate natural language process to process each leave and decide whether leave request accept or not by system. i'm using .net framework and C# as a programming language. please give me your valuable ideas for this

• how can i integrate NLP
• how to process leave request giving priority for each leave
• accept high priority leave and reject less priority leave requests using natural language process.

Answer 1

There are a couple of choices:

1. If you have a lot of training cases, then you can extract words and their counts, and build a probabilistic naive bayes model to determine whether to accept or reject a request.

2. If you don't have any training cases, then you have to build a rule-based semantic system, which should be precise under experts' hands, but need a lot maintenance cost.