Project Name
By
Student Name 1 Student No
Student Name 2 Student No
Supervisor
Supervisor Name
Master of Science in Business Analytics (20xx-20xx)
The candidate confirms that the work submitted is their own and
appropriate credit has been given where reference has been made to the
work of others.
Project Name
By
Student Name 1 Student No
Student Name 2 Student No
Supervisor
Supervisor Name
A project presented to
ABUDHABI SCHOOL OF MANAGEMENT
In partial fulfillment
of the requirement for the degree of
Master of Science in Business Analytics (20xx-20xx)
DECLARATION
We hereby declare that this software, neither whole nor as a part has been copied out from any
source. It is further declared that we have developed this project and accompanied report entirely on
the basis of our personal efforts. If any part of this project is proved to be copied out from any source
or found to be reproduction of some other. We will stand by the consequences. No Portion of the
work presented has been submitted of any application for any other degree or qualification of this or
any other university or institute of learning.
Student Name 1 Student Name 2
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In case of individual students, student 2 name can be omitted.
CERTIFICATE OF APPROVAL
It is to certify that the capstone project of MS (BA) “Project title” was developed by
STUDENT 1 NAME (STUDENT ID) and STUDENT 2 NAME (STUDENT ID) under the
supervision of “SUPERVISOR NAME” and that in (their/his/her) opinion; it is fully adequate, in
scope and quality for the degree of Bachelors of Science in Computer Sciences.
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Supervisor
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Chair
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Dean
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President
Below is sample content for your guidance.
Executive Summary
An executive summary is a short document or section of a document. It summarizes a longer
report or proposal or a group of related reports in such a way that readers can rapidly become
acquainted with a large body of material without having to read it all.
An example is given below:
In public places, there is often a need for monitoring people and different activities going on, which
can be referred later for many reasons including security. Appointing humans for this task involves
many problems such as increased employee hiring, accuracy problem, trust, no proof for later use,
and also the fact that a human can remember things till a certain time limit. Talking about the current
security system, they use dumb still cameras with a continuous recording facility ir-respective of the
fact that any event may happen or not. Moreover they are usually pointing at a specific user defined
locations so more than one cameras are required to cover the entire region.
To prevent all these problems from prevailing, the CSCS is developed. It is a surveillance system,
which provides solution to many of these problems. It is a stand-alone application which doesn’t
require any computer to operate. It monitors different situations using a camera which is able to
rotate intelligently based on sensor messages and captures the scene in the form of video or photos
later reference as well.
Customizable Surveillance Control System (CSCS) is a surveillance system that can be assigned a
sensor type as in our case a heat sensor is used, it works accordingly, rotates the camera upon event
detection and perform user defined actions like capturing video and stores them, for the future use.
It is an embedded system consisting of Linux fox kit with embedded a running server application
also a camera, USB storage device and a sensor node base station is attached with fox kit. LAN
communication is used by user to download the videos and to operate the system manually.
Acknowledgement
Sample is as below. Students should write their own acknowledgement
All praise is to Almighty Allah who bestowed upon us a minute portion of His boundless knowledge
by virtue of which we were able to accomplish this challenging task.
We are greatly indebted to our project supervisor “Supervisor name”. Without their personal
supervision, advice and valuable guidance, completion of this project would have been doubtful. We
are deeply indebted to them for their encouragement and continual help during this work.
And we are also thankful to our parents and family who have been a constant source of
encouragement for us and brought us the values of honesty & hard work.
Student Name 1 Student Name 2
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Abbreviations
Sample of abbreviations are given below. Students should important abbreviations according
to their project
SRS Software Require Specification
PC Personal Computer
AI Artificial intelligence
Table of Contents
Sample table of contents is as below. Students should contact their supervisors to finalize their
headings and subheadings
1 Introduction 1
1.1 Motivation……………………………………………………………………... 1
1.2 Related Work …………………………………………………………………. 2
1.3 Purpose and Research Question……………………………………………….. 3
1.4 Approach and Methodology…………………………………………………… 3
1.5 Scope and Limitation …………………………………………………………. 4
1.6 Target group …………………………………………………………………... 4
2 Theoretical Background 6
2.1 Data Mining …………………………………………………………………. 7
2.2 Machine Learning …………………………………………………………… 9
2.2.1 Decision Tree …………………………………………………….. 10
2.3.1 Rule-Based Machine Translation ………………………………… 22
3 Methodology 35
3.1 Identification of the Data Mining Goal …………………………………… 37
3.2 Translation Data …………………………………………………………... 38
4 Results / Empirical data 52
4.1 Empirical Data …………………………………………………………… 52
4.2 Results …………………………………………………………………… 56
4.2.1 Research Question 1 ……………………………………………. 57
4.2.2 Research Question 2 ……………………………………………. 62
5 Discussion 67
5.1 Results Interpretation …………………………………………………… 67
5.2 Method reflection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 80
6 Conclusion 84
6.1 Conclusions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 84
6.2 Further research . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 85
Bibliography 87
A Optimization Ranges 91
List of Figures
Students can add figures according to their own projects.
Fig 1.1 Results visualization…………………………………………………………………………8
Fig 2.1 Research Diagram…………………………………………………………………………...9
List of Tables
Students can add tables according to their own projects.
Table 1.1 Confusion Matrix…………………………………………………………………….…15
Table 2.1 Description of Data Sets………………………………………………………………...20
Note that the headings and content is sample content. Every project can have
different content, headings, and sub-headings according to the supervisor
guidance.
Chapter 1 “Title”
Paste your chapter 1 content here
Chapter 2 “Title”
Paste your chapter 2 content here
Chapter 3 “Title”
Paste your chapter 3 content here
Chapter 4 “Title”
Paste your chapter 4 content here
Chapter 5 “Title”
Paste your chapter 5 content here
References
Paste all your references in APA format style.
Appendices
Paste any additional information relevant to your project here, such as questionnaires,
interview questions, and data or relevant models, results
