程序代写案例-COMP809-Assignment 2

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COMP809: Data Mining & Machine Learning
Assignment 2 – Part A (weight: 20%)
Semester 2 2022
Literature Review of Data Mining Appl
ications in Industry
Report Guideline






Table of Contents

1. Assessment Tasks .............................................................................................................................2
2. Topics ...............................................................................................................................................2
3. Layout for Research Report ..............................................................................................................3
4. General Guidelines ...........................................................................................................................3
5. What to Submit .................................................................................................................................3
6. When to Submit ................................................................................................................................3
7. How to Submit ..................................................................................................................................3
8. Marking Guide of Research Report ..................................................................................................4


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1. Assessment Tasks

The objective of this assignment is to conduct preliminary research on data mining methods used in
various application domains. The survey is intended to assist you in establishing a suitable
framework (application area, tools, algorithms) on which your mining project will be based.

To achieve this objective, you need to follow the steps below:

1. This is an individual assignment.
2. Select a topic based on the application domain listed in Section 2 topics or you can come
up with your own topic but need to confirm it with the teaching team.
3. Read and analyse recent peer-reviewed papers (minimum of 6 articles) on your
specific topic.
4. From your research identify at least two themes and discuss these themes by comparing them
to the various papers in your research. Some examples of themes are listed below:
• Approaches/algorithms to solve the problem
• Scientific results from experimentation
• Perspectives on an issue
• Advantages/disadvantages
5. Express your own opinions, e.g., new ideas, proposed approaches/models, how to extend the
existing work, etc. Your opinions about machine learning and data mining related issues
should be presented.
6. Write the report using LaTex / Word. Minimum 4 pages (including references) and
no more than 6 pages in 2 columnsIEEE proceedings format

2. Topics

You can pick one of the following topics or come up with a topic of your interest.

• Healthcare
• Banking and Finance
• Retail, Customer Relationship Management, Product Recommendation
• Computer Vision
• Fraud Analysis

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3. Layout for Research Report
The research report must include:
• Title
• Abstract
• Introduction
• Background/motivation
• Comparison of related work (from peer-reviewed sources)
• Your opinion – new ideas, proposed approaches/models, how to extend the existing work
• Conclusion and future issues
• References

4. General Guidelines

• Your submission must be individual work.
• Minimum 4 pages (include references) and no more than 6 pages in 2 columns IEEE
proceedings format – the word and LaTex template is available on Blackboard.
• Minimum 6 full and consistent electronic references from peer-reviewed sources.
• References must be clickable in the content of the report as well as the Reference list
(important for efficient marking).
• The Section for “Your opinion” is a very important part of the report. In this section, you will
present your own thoughts about the existing works. Based on this you will give your opinion
on how the existing work can be improved further. Your opinions about data mining and
machine learning related issues should be presented. This section should consist of at least
half of a page.

5. What to Submit

• Research report in a PDF file.
• Note: the above file should be named with your family name and student ID
e.g., Smith_12345.

6. When to Submit

• Due date: Sun 9
th
Oct 2022 midnight NZ time
• Late penalty: maximum late submission time is 24 hours after the due date. In this case, a
5% late penalty will be applied.

7. How to Submit
• All assessments should be submitted through the Canvas assignment submission link.
• NOTE: If you are using any material or figures in the assessment that is not your own, do
remember to cite/reference the source.
• All assessments will be assessed through the Turnitin system and in case of plagiarism the
University policy against plagiarism will be applied.
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8. Marking Guide of Research Report
Report Component Marks
(indicative)
Abstract /10
The abstract should be one paragraph and it should
cover the whole theme of the report.

Introduction /10
The introduction part should introduce the topic
and its importance. It should also include at least
one diagram related to the topic.

Background/motivation /15
The background is important to understand the
topic in depth while motivation presents the
importance of the topic statement of objectives;
two themes identified for the report should be
clearly stated. One and a half pages are sufficient
for this section and introduction.

Related work/literature review /15
Related work should comprise reviews of the
current state of knowledge relevant to the topic.
Comparison and contrast between different
authors/approaches should be clear. One page
should be enough for this section.

Your opinion /20
This is an important section in which the student will
criticise the existing work and will present his/her own
opinion about how to improve it further. This section
should reflect some research insight developed by the
student. Your opinions about data mining related
issues should be presented. Half of a page is
sufficient.

Conclusion and future issues /15
In this section, students will draw conclusions on
the given topic. In other words, it is a summary of
the work presented in the research report.
You also need to discuss at least two future issues on
the topic.

References and report presentation /15
All references should be from peer-reviewed
journals and conferences. They must be
clickable in the document. Each report should
include at least 6 peer-reviewed references.

Late submission penalty -/5
TOTAL MARKS /100


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