Abstract:
Data mining models of education system is limited to relatively small scope of
researches and analysis. In the information age, it is the vital issue to retrieve and
processing available data in real time. The education system based on relational
database has lack capabilities of processing real time data for its large volume and
unstructured format. On the other side, NoSQL repositories have strong architecture,
it can process big data efficiently in real time by using appropriate model. In this
thesis, we proposed an improved model for data mining by NoSQL repositories and
transformation of data from unstructured form to structured form using NoSQL
technologies. Double view of big data collected in the database use data mining
technology to retrieve required data. Appropriate process of query a database allows
to effective retrieval of imported data for analytical systems. Data is available for
analysis instantly after submitted by users. This model is suitable for any institutes or
organizations, which have a large amount of data.
