Unit 13 Computing Research Project: AI for Customer Satisfaction

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AI Summary
This document presents a research project proposal focused on assessing the impact of Artificial Intelligence (AI) based systems on improving customer satisfaction, particularly within the rental car industry. The proposal includes an introduction to AI, highlighting its growing role in various sectors, and emphasizes AI applications such as voice commands, smart navigation, and autonomous driving. The research aims to explore how AI can aid in the in-depth exploration of systems, generate content for big brand products, and contribute to innovative technology use. The proposal outlines the research objectives, methodology, and ethical considerations, further including a literature review that provides background and conceptualization of the proposed area of study. The project uses a research proposal form, which covers title, objectives, and responsibilities.
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Higher Nationals Internal verification of assessment decisions – BTEC (RQF)
INTERNAL VERIFICATION – ASSESSMENT DECISIONS
Programme title Higher Nationals Diploma in Software Engineering
Assessor Internal Verifier
Unit(s) Unit 13: Computing Research Project
Assignment title Final Research Project Proposal
Student’sname
List which assessment
criteria the Assessor has
awarded.
Pass Merit Distinction
INTERNAL VERIFIER CHECKLIST
Do the assessment criteria awarded match
those shown in the assignment brief? Y/N
Is the Pass/Merit/Distinction grade awarded
justified by the assessor’s comments on the
student work? Y/N
Has the work been assessed
accurately? Y/N
Is the feedback to the student:
Give details:
Constructive?
Linked to relevant
assessment criteria?
Identifying opportunities for
improved performance?
Agreeing actions?
Y/N
Y/N
Y/N
Y/N
Does the assessment decision need
amending? Y/N
Assessor signature Date
Internal Verifier signature Date
Programme Leader signature(if
required) Date
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Confirm actioncompleted
Remedial actiontaken
Give details:
Assessor signature Date
Internal Verifier
signature Date
Programme Leader
signature(ifrequired) Date
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Chamika Bandara Computing Research Project P a g e 3
Higher Nationals - SummativeAssignment FeedbackForm
Student Name/ID
UnitTitle Unit 13: Computing Research Project
Assignment Number Assessor
Submission Date Date Received 1st
submission
Re-submission Date Date Received 2nd
submission
Assessor Feedback:
LO1 Examine appropriate research methodologies and approaches as part of the research process
Pass, Merit & Distinction P1 P2 M1 D1
Descripts
Grade: Assessor Signature: Date:
ResubmissionFeedback:
Grade: Assessor Signature: Date:
Internal Verifier’s Comments:
Signature & Date:
* Please note that grade decisions are provisional. They are only confirmed once internal and external moderation has taken place and grades
decisions have been agreed at the assessment board.
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Assignment Feedback
Formative Feedback: Assessor to Student
Action Plan
Summative feedback
Feedback: Student to Assessor
Assessor
signature
Date
Student
signature
Date
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Sandun Poulier Computing Research Project P a g e 5
Pearson
Higher Nationals in
Computing
Unit 13: Computing Research Project
Project Proposal
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General Guidelines
1. A Cover page or title page – You should always attach a title page to your assignment. Use previous
page as your cover sheet and be sure to fill the details correctly.
2. This entire brief should be attached in first before you start answering.
3. All the assignments should prepare using word processing software.
4. All the assignments should print in A4 sized paper, and make sure to only use one side printing.
5. Allow 1” margin on each side of the paper. But on the left side you will need to leave room for binging.
Word Processing Rules
1. Use a font type that will make easy for your examiner to read. The font size should be 12 point, and
should be in the style of Time New Roman.
2. Use 1.5 line word-processing. Left justify all paragraphs.
3. Ensure that all headings are consistent in terms of size and font style.
4. Use footer function on the word processor to insert Your Name, Subject, Assignment No, and
Page Number on each page. This is useful if individual sheets become detached for any reason.
5. Use word processing application spell check and grammar check function to help edit your
assignment.
Important Points:
1. Check carefully the hand in date and the instructions given with the assignment. Late submissions
will not be accepted.
2. Ensure that you give yourself enough time to complete the assignment by the due date.
3. Don’t leave things such as printing to the last minute – excuses of this nature will not be accepted
for failure to hand in the work on time.
4. You must take responsibility for managing your own time effectively.
5. If you are unable to hand in your assignment on time and have valid reasons such as illness, you
may apply (in writing) for an extension.
6. Failure to achieve at least a PASS grade will result in a REFERRAL grade being given.
7. Non-submission of work without valid reasons will lead to an automatic REFERRAL. You will then be
asked to complete an alternative assignment.
8. Take great care that if you use other people’s work or ideas in your assignment, you properly
reference them, using the HARVARD referencing system, in you text and any bibliography, otherwise
you may be guilty of plagiarism.
9. If you are caught plagiarising you could have your grade reduced to A REFERRAL or at worst you
could be excluded from the course.
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Sandun Poulier Computing Research Project P a g e 7
Student Declaration
I hereby, declare that I know what plagiarism entails, namely to use another’s work and to present it as my
own without attributing the sources in the correct way. I further understand what it means to copy
another’s work.
1. I know that plagiarism is a punishable offence because it constitutes theft.
2. I understand the plagiarism and copying policy of the Edexcel UK.
3. I know what the consequences will be if I plagiaries or copy another’s work in any of the
assignments for this program.
4. I declare therefore that all work presented by me for every aspects of my program, will be my own,
and where I have made use of another’s work, I will attribute the source in the correct way.
5. I acknowledge that the attachment of this document signed or not, constitutes a binding agreement
between myself and Edexcel UK.
6. I understand that my assignment will not be considered as submitted if this document is not
attached to the attached.
Student’s Signature: Date:
(Provide E-mail ID) (Provide Submission Date)
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Assignment Brief
Student Name /ID Number
Unit Number and Title Unit 13 – Computing Research Project
Academic Year
Unit Tutor
Assignment Title Final Research Project Proposal
Issue Date
Submission Date
IV Name & Date
Submission Format:
The submission is in the form of an individual written report. This should be written in a concise, formal
business style using single spacing and font size 12. You are required to make use of headings,
paragraphs and subsections as appropriate, and all work must be supported with research an
referenced using the Harvard referencing system. Please also provide a bibliography using the Harvard
referencing system.
Research Project Proposal - Please provide a referencing list using the Harvard referencing system. The
recommended word limit is minimum 2000 words.
Unit Learning Outcomes:
LO1. Examine appropriate research methodologies and approaches as part of the research process.
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Chamika Bandara Computing Research Project P a g e 9
Assignment Brief and Guidance:
Artificial Intelligence (AI)
Artificial intelligence (AI), sometimes called machine intelligence, is intelligence demonstrated by
machines, in contrast to the natural intelligence displayed by humans and other animals. Computer
science defines AI research as the study of "intelligent agents": any device that perceives its
environment and takes actions that maximize its chance of successfully achieving its goals.
Artificial Intelligence covers computer systems which are able to perform tasks normally requiring
human intelligence. These tasks might include visual perception, speech recognition, decision-making,
and translation between languages and many more.
AI impacts on every aspect of society and has the potential to be fully integrated into daily work and
social lives in the very near future.
Learner requires to select a suitable area from the areas given below to conduct a research and
further, needs to develop appropriate Topic, Research Questions and Research Objectives.
How does AI aid the in-depth exploration of an environment or system?
What role may AI play in generating content for big brand products and services?
How does AI and machine learning contribute to the innovative use of technology e.g. robotics,
automotive transportation?
What impact will the future influences of AI have in our daily lives?
…………………………………………………………………………………………………………………………………………………………………………….
The Learner requires to produce a research proposal that clearly defines a research question or hypothesis,
supported by a literature review (Use the project proposal and ethical consideration form template formats)
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Project Proposal should cover following areas;
1. Definition of research problem or question. (This can be stated as a research question,
objectives or hypothesis)
2. Provide a literature review giving the background and conceptualization of the proposed area
of study. (This would provide existing knowledge and benchmarks by which the data can be
judged)
3. Consider and define research methodology and research process. Demonstrate
understanding of the pitfalls and limitations of the methods chosen and ethical issues
that might arise.
4. Draw points (1–3, above) together into a research proposal by getting agreement with your tutor.
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Chamika Bandara Computing Research Project P a g e 11
Grading Rubric
Grading Criteria Achieved Feedback
P1 Produce a research proposal that clearly defines a
research question or hypothesis, supported by a literature
review
P2 Examine appropriate research methods and conduct
primary and secondary research.
M1 Evaluate different research approaches and
methodology, and make justifications for the choice of
methods selected based on philosophical/ theoretical
frameworks.
D1 Critically evaluate research methodologies and
processes in application to a computing research project to
justify chosen research methods and analysis.
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Sandun Poulier Computing Research Project P a g e 12
Research Proposal Form
Student Name ::Sandun Blazon Lanka Poulier Student number :
Centre Name : Esoft Metro Campus Kandy
Tutor : Date :
Unit :Computing Research Project
Proposed title : Assess the Impact of the AI based
system in order to improve the customer satisfaction
Section One: Title, objective, responsibilities
Title or working title of research project (in the form of a question, objective or hypothesis):
Research project objectives (e.g. what is the question you want to answer? What do you want to learn
how to do? What do you want to find out?):
Introduction
Artificial intelligence (AI), the ability of a digital computer or computer-controlled robot to perform tasks
commonly associated with intelligent beings. The term is frequently applied to the project of developing
systems endowed with the intellectual processes characteristic of humans, such as the ability to reason,
discover meaning, generalize, or learn from past experience. Since the development of the digital
computer in the 1940s, it has been demonstrated that computers can be programmed to carry out very
complex tasks—as, for example, discovering proofs for mathematical theorems or playing chess—with
great proficiency. Still, despite continuing advances in computer processing speed and memory capacity,
there are as yet no programs that can match human flexibility over wider domains or in tasks requiring
much everyday knowledge. On the other hand, some programs have attained the performance levels of
human experts and professionals in performing certain specific tasks, so that artificial intelligence in this
limited sense is found in applications as diverse as medical diagnosis, computer search engines, and voice
or handwriting recognition” (Copeland, 2019).
Artificial intelligence isn’t limited to chatboats and virtual assistants, as AI has been seamlessly making its
way into the car rental market for many years through the motor industry’s integration of said systems into
their range. AI is used on a daily basis through voice commands, smart satellite navigation, crash prevention
and autonomous drive systems. However, a certain level of Assisted Driving (AD) is currently available to
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