A Big Data Model for Education Sector

Managing a rapidly expanding amount of data involving Information Architecture has long been a goal in many Higher Education institutions. Many have long standing data warehouses and have used analytics tools. As the competition for gifted students becomes more intense while the cost of education ma...

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Main Authors: Abdulla Fairuzullah, Ahmad Tajuddin, Noraziah, Ahmad, Mohd Helmy, Abdul Wahab, Haneen, A. A., Roslina, Mohd Sidek
Format: Conference or Workshop Item
Language:English
Published: 2017
Subjects:
Online Access:http://umpir.ump.edu.my/id/eprint/19904/
http://umpir.ump.edu.my/id/eprint/19904/1/A%20Big%20Data%20Model%20for%20Education%20Sector1.pdf
id ump-19904
recordtype eprints
spelling ump-199042018-09-12T07:50:31Z http://umpir.ump.edu.my/id/eprint/19904/ A Big Data Model for Education Sector Abdulla Fairuzullah, Ahmad Tajuddin Noraziah, Ahmad Mohd Helmy, Abdul Wahab Haneen, A. A. Roslina, Mohd Sidek L Education (General) QA75 Electronic computers. Computer science Managing a rapidly expanding amount of data involving Information Architecture has long been a goal in many Higher Education institutions. Many have long standing data warehouses and have used analytics tools. As the competition for gifted students becomes more intense while the cost of education makes the pool of potential students more limited, many institutions are taking another look at how they are analyzing potential students and managing the experience that students have while they are enrolled. Analytics play a critical role in performing a thorough analysis of student and learning data to make an informed decision on future course offerings and their mix to cater to the potential and existing students. Big Data systems position Information Technology to see the education becomes more holistically than any other areas for improving the decision making process. Predictive analytics and forecasting models in a Big Data environment enable institutions to make right investment decisions for higher institutional impact and also make the new very high knowledge environment. 2017 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/19904/1/A%20Big%20Data%20Model%20for%20Education%20Sector1.pdf Abdulla Fairuzullah, Ahmad Tajuddin and Noraziah, Ahmad and Mohd Helmy, Abdul Wahab and Haneen, A. A. and Roslina, Mohd Sidek (2017) A Big Data Model for Education Sector. In: 1st International Conference on Big Data and Cloud Computing (ICOBIC 2017), 25-26 November 2017 , Kuching, Sarawak, Malaysia. pp. 1-6..
repository_type Digital Repository
institution_category Local University
institution Universiti Malaysia Pahang
building UMP Institutional Repository
collection Online Access
language English
topic L Education (General)
QA75 Electronic computers. Computer science
spellingShingle L Education (General)
QA75 Electronic computers. Computer science
Abdulla Fairuzullah, Ahmad Tajuddin
Noraziah, Ahmad
Mohd Helmy, Abdul Wahab
Haneen, A. A.
Roslina, Mohd Sidek
A Big Data Model for Education Sector
description Managing a rapidly expanding amount of data involving Information Architecture has long been a goal in many Higher Education institutions. Many have long standing data warehouses and have used analytics tools. As the competition for gifted students becomes more intense while the cost of education makes the pool of potential students more limited, many institutions are taking another look at how they are analyzing potential students and managing the experience that students have while they are enrolled. Analytics play a critical role in performing a thorough analysis of student and learning data to make an informed decision on future course offerings and their mix to cater to the potential and existing students. Big Data systems position Information Technology to see the education becomes more holistically than any other areas for improving the decision making process. Predictive analytics and forecasting models in a Big Data environment enable institutions to make right investment decisions for higher institutional impact and also make the new very high knowledge environment.
format Conference or Workshop Item
author Abdulla Fairuzullah, Ahmad Tajuddin
Noraziah, Ahmad
Mohd Helmy, Abdul Wahab
Haneen, A. A.
Roslina, Mohd Sidek
author_facet Abdulla Fairuzullah, Ahmad Tajuddin
Noraziah, Ahmad
Mohd Helmy, Abdul Wahab
Haneen, A. A.
Roslina, Mohd Sidek
author_sort Abdulla Fairuzullah, Ahmad Tajuddin
title A Big Data Model for Education Sector
title_short A Big Data Model for Education Sector
title_full A Big Data Model for Education Sector
title_fullStr A Big Data Model for Education Sector
title_full_unstemmed A Big Data Model for Education Sector
title_sort big data model for education sector
publishDate 2017
url http://umpir.ump.edu.my/id/eprint/19904/
http://umpir.ump.edu.my/id/eprint/19904/1/A%20Big%20Data%20Model%20for%20Education%20Sector1.pdf
first_indexed 2023-09-18T22:28:31Z
last_indexed 2023-09-18T22:28:31Z
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