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May 2018 Issue Vol.8 No.5
Statistical Dimension Identification and Implementation for Student Progression System
https://ia601506.us.archive.org/20/items/vol8no0105/vol8no0105.pdf
Harkiran Kaur
Department of Computer Science and Engineering,Thapar Institute of Engineering and Technology,(Deemed to be University, Patiala),India
Aanchal Phutela
Department of Computer Science and Engineering,Thapar Institute of Engineering and Technology,(Deemed to be University, Patiala),India
Abstract:
Descriptive Analytics is the summarization of the past data and generates some useful patterns from that data. This work focuses on analyzing and querying large academic dataset for generating Student Progression using visualization and dashboards. Presently projects on Progression Systems exist but no descriptive or predictive analytics has been performed on these datasets. The proposed system collects data from different departments of University, store data into the large data warehouse of the University and generate validated set of KPIs, based on the past dataset of University’s department. These KPIs are obtained after applying Statistical techniques on various sets of dimension in the academic datasets. After completion of this step, analysis of the data has been achieved with Online Analytical Processing (OLAP) operations, which have been show cased with the help of visualization and dashboards.
Keywords:KPIs, Progression System, SPSS tool, Descriptive Analytics, OLAP.
