Importance of educational data mining for optimized operations in Brac University

Importance of educational data mining for optimized operations in Brac University

This internship report is submitted in partial fulfillment of the requirements for the degree of Bachelor of Business Administration, 2021.

Dettagli Bibliografici
Autore principale: Saad, Mohammad Alif Hossain
Altri autori: Lee, Sang H
Natura: Internship report
Lingua:en_US
Pubblicazione: Brac University 2021
Soggetti:
Data mining
Optimized operations
Financial Performance
Accesso online:http://hdl.handle.net/10361/15192
id 10361-15192
record_format dspace
spelling 10361-151922021-10-10T21:01:31Z Importance of educational data mining for optimized operations in Brac University Saad, Mohammad Alif Hossain Lee, Sang H Brac Business School, Brac University Data mining Optimized operations Financial Performance This internship report is submitted in partial fulfillment of the requirements for the degree of Bachelor of Business Administration, 2021. Cataloged from PDF version of internship report. Includes bibliographical references (pages 65-66). This report is a highlight of my Internship experience at the Office of the Registrar at Brac University and is aimed towards the portraying overview of the organization and my research project – “Importance of Educational Data Mining for Optimized Operations in Brac University.” The report further analyzes and explores the organizational framework of the university, upon which it conducts its operations and business. Moreover, the report assesses the financial condition of the university, through the means of various financial ratios. An in-depth analysis of the industry competitiveness and the university’s strengths and weaknesses were highlighted through Porter’s Five Forces Model and SWOT Analysis. Furthermore, the report extensively focuses on how important educational data mining is for optimizing operations in Brac University, through retrieving valuable data and analyzing them. Moreover, with the COVID-19 pandemic playing its role and on-campus operations being disrupted, this research project is aimed towards providing an overview of the different types of data that universities can use for educational data mining and how they can be utilized to make decisions leading to optimized operations. A survey was conducted following the Robust Sustainability Framework, suggested by WEF. After collecting and analyzing the data from the survey, it was found out that the Alternative Hypothesis - ‘Educational data mining can help to reduce the number of students taking retakes and increase quality admission intakes in order to optimize operations’, was accepted. Thus, establishing a positive relation between data mining and optimized operations. Based on Leavitt’s Model of Organizational Change, recommendations on how to incorporate data mining in Brac University’s operation have been provided, which will help the university to cope with the challenges and grasp opportunities. Mohammad Alif Hossain Saad B. Business Administration 2021-10-10T06:05:37Z 2021-10-10T06:05:37Z 2021 2021-05 Internship report ID: 17104058 http://hdl.handle.net/10361/15192 en_US Brac University Internship reports are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. 71 Pages application/pdf Brac University
institution Brac University
collection Institutional Repository
language en_US
topic Data mining
Optimized operations
Financial Performance
spellingShingle Data mining
Optimized operations
Financial Performance
Saad, Mohammad Alif Hossain
Importance of educational data mining for optimized operations in Brac University
description This internship report is submitted in partial fulfillment of the requirements for the degree of Bachelor of Business Administration, 2021.
author2 Lee, Sang H
author_facet Lee, Sang H
Saad, Mohammad Alif Hossain
format Internship report
author Saad, Mohammad Alif Hossain
author_sort Saad, Mohammad Alif Hossain
title Importance of educational data mining for optimized operations in Brac University
title_short Importance of educational data mining for optimized operations in Brac University
title_full Importance of educational data mining for optimized operations in Brac University
title_fullStr Importance of educational data mining for optimized operations in Brac University
title_full_unstemmed Importance of educational data mining for optimized operations in Brac University
title_sort importance of educational data mining for optimized operations in brac university
publisher Brac University
publishDate 2021
url http://hdl.handle.net/10361/15192
work_keys_str_mv AT saadmohammadalifhossain importanceofeducationaldataminingforoptimizedoperationsinbracuniversity
_version_ 1814306925879230464

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