Download Introduction 2

UNIVERSITI MALAYA
UNIT PENGURUSAN PENJAMINAN KUALITI
[email protected]
COURSE INFORMATION (CURRENT SEMESTER)
IMPORTANT: Contents of this Course Information (Current Semester) should not be changed without the
approval from the relevant department / division.
Academic Year :
2010/20011
Semester :
2
Course Code :
WMGA6317
Course Title :
DATA WAREHOUSING AND DATA MINING
Credit Hours :
3
Course Pre-requisite(s) /
Minimum Requirement(s) :
-
Main References :
1) Teh Ying Wah, Introduction to Data Mining, UM Press, 2006.
2) Margaret H. Dunham. Data Mining Introductory and Advanced Topics.
Prentice Hall, 2003.
3) Jiawei Han, Micheline Kamber, Data Mining Concepts and Techniques,
Morgan Kaufmann Publishers, 2001
Teaching Materials /
Equipments :
textbook, white board, projector.
Teaching-Learning
Method:
Teaching – Lecture, Discussion, Tutorial and Assignment.
Lecturer :
Dr. Teh Ying Wah
Room :
AD21
Telephone / e-mail :
03-79676370/ [email protected]
Lecture Session
- Day / Time :
Tuesday
Room :
BK1
Tutorial / Practical Session
- Day / Time :
Tuesday
8.00 pm – 8.50 pm
MM1
Room :
Important Dates :
6.00 pm – 7.50 pm
Test : 8 March 2011
UM-PT01-PK03-BR004(BI)-S00
UNIVERSITI MALAYA
UNIT PENGURUSAN PENJAMINAN KUALITI
[email protected]
COURSE INFORMATION (CURRENT SEMESTER)
Exam :
UM-PT01-PK03-BR004(BI)-S00
May 2011
UNIVERSITI MALAYA
UNIT PENGURUSAN PENJAMINAN KUALITI
[email protected]
COURSE INFORMATION (CURRENT SEMESTER)
TEACHING SCHEDULE
WEEK
LECTURE / TUTORIAL / ASSIGNMENT TOPIC
Introduction
Introduction to data
Mining, Teh Ying Wah,
UM Press 2006,
Chapter 1 (page 1 –
page 20)
Data Warehouses
Introduction to data
Mining, Teh Ying Wah,
UM Press 2006,
Chapter 2 (page 21 –
34).
Pre-Mining
Introduction to data
Mining, Teh Ying Wah,
UM Press 2006,
Chapter 3 (page 35 –
page 50)
Classification (Neural Network, Decision Tree)
Introduction to data
Mining, Teh Ying Wah,
UM Press 2006,
Chapter 4 (page 51 –
page 76)
Student Presentation (Other Classification Techniques)
-
1
2
3
4
5
REFERENCES /
TEACHING MATERIALS
/ EQUIPMENTS
Holiday
6
Association Rules
7
Introduction to data
Mining, Teh Ying Wah,
UM Press 2006,
Chapter 5 (page 77 –
page 90)
-
8
Student Presentation (Other Association Rules Techniques)
UM-PT01-PK03-BR004(BI)-S00
UNIVERSITI MALAYA
UNIT PENGURUSAN PENJAMINAN KUALITI
[email protected]
COURSE INFORMATION (CURRENT SEMESTER)
9
Mid Term Test
Clustering Algorithms
10
11
Student Presentation (Other Clustering Techniques)
Web Mining I
12
13
Introduction to data
Mining, Teh Ying Wah,
UM Press 2006,
Chapter 6 (page 91 –
page 108)
-
Margaret H. Dunham.
Data Mining Introductory
and Advanced Topics.
Prentice Hall, 2003.
(page 195 – page 205)
Student Presentation (Crawlers)
Student Presentation (Text Mining)
14
15
Revision
UM-PT01-PK03-BR004(BI)-S00
-