Introduction
Scalable Search Model is an simple on line search tool for text documents. This web program is designed for presenting the mechanism and work flow of information retrieval process. It is written in PHP and SQL language. Users can upload their own file and search by the assigned key word. This web program will demonstrate the flow of how the information retrieval process goes, which will help users understand more about information retrieval mechanism in an intuitive way. .
Where it is going- Automatic category generation can be created using tf idf to find significant key words. This can be used to cluster documents in the collection.
This is important because it allows for NLP to improve, and suggestions for the user to use recognition instead of recall. This would improve recall and precision
A open design allows for this to be implemented in data mining, research, vector analysis, machine learning, AI, turring test, and other research.