Design and development of an Intelligent agent based framework for Predictive Analytics

The arrival of World Wide Web has led to the explosive growth of information on the web. There is a sudden boom in quality of raw data/information, which is commonly referred as Big Data. Very often, this raw information contains very useful insights which are ignored most of the time and are difficult to analyze due to the enormous size of these datasets. The feasibility for human to extract this information from the vast web and build useful application on the top of it, is very low. Hence to create predictive models, there is a huge need for intelligent and autonomous software agents which can procure useful information from the large datasets of raw information. Predictive analytics models can be created from these datasets which can be further used for various applications in security, future prediction etc. This research paper gives an overview of how these software agents will become the most important tools in coming days for building predictive models.