The idea is to create a data warehouse and analytical portal based on Map Reduce and Big Data, which aim is to search and analyze multidimensional data stored in the databases of the Information Processing Institute.
Pythia will be processing:
– Numerical data, on the basis of which a multi-dimensional analysis will be formed as well as forecasts for higher education and research, based on nonlinear neural modeling.
– Text data searched using full-text search and an innovative contextual search algorithm, which consists of discovering the meaning of exploring the contexts of the search terms.
In this project algorithms of machine learning are widely applicable as well as natural language processing, methods of web crawling and processing of large data sets(MapReduce).