Coupling OLAP and data mining for prediction

Najlae Korikache, Amina Yahia
2014 International Journal of Computing and Optimization  
The cooperation of transactional databases and decision making systems resulted in warehouse concepts, multidimensional data bases (cube) and OLAP system. These concepts aim to implement effective solutions for the management and interactive analysis of large volumes of data and provide decision-making process. Integrating the prediction in OLAP environment is a topic that is experiencing a growing interest which opens several research paths. This contribution addresses the problem of
more » ... from a data cube and consists of partitioning the original cube into dense sub-cubes as well as building and validating for each dense sub-cube a prediction model. It also consists of choosing (by the user) the cell to predict rather than the context of analysis and determining the sub-cube which contains the designated cell by the user and then predict the value of the cell through the prediction model of the sub-cube.
doi:10.12988/ijco.2014.422 fatcat:fwkrgpfuqfbjtn5s3qyrxlsvqi