Instructor: Prof. Dr. Ling
Liu
Attention:
The information contained in this page is subject to changes. Please check the
course website frequently.
Here
are the Lecture-related
course readings
Week |
Lecture Dates |
Topics |
Notes (restricted access) |
Required (Choose one per week for a total of 10 weeks) |
1 |
8/24 8/26 |
Overview of emerging database
technologies and data management challenges |
No reading
assignment |
|
2 |
8/31 9/2 |
Web Search + Web Data Management |
Section 6
[1,2,3,7, 11, 21, 22, 33, 35, 44, 46, 47] |
|
3 |
9/7 9/9 |
Data Warehouse and OLAP
Web Search + Web Data Management In-class Presentation Sign-up due on 9/10 (TSquare) |
Section 11 [1, 5,
18, 20, 21, 22, 23] |
|
4 |
9/14 9/16 |
Mobile Data Management Project group registration due on 9/17 (TSquare) |
Section 1 [1, 6,
8, 11,12,13, 17, 24,26,47, 56, 57, 58] |
|
5 |
9/21 9/23 |
Mobile Data Management Student Presentation |
Section 2
[1,2,3,9,10,11,13] |
|
6 |
9/28 9/30 |
Data Mining Part I: Data Clustering
Algorithms Student Presentation
Project Proposal Due
on Friday of 10/1 (TSquare) |
|
Section 3
[3,8,9,10,11,20] |
7 |
10/5 10/7 |
Data Mining Part II: Association
Rule Mining Student Presentation |
|
Section 7 [2,13,
18, 19, 21, 27, 28, 30] |
8 |
10/12 10/14 |
Data Mining Part III: Classification and Privacy Preserving
Data Mining Selected Project
Proposal Presentation (Group 6, 9, 10, 12) |
Section 8
[1,2,3,5,11] Section 11[13] |
|
9 |
10/19 10/21 |
Student Recess Data Mining Part IV: Privacy Preserving Data Mining (Guest Speaker: Ting Wang) |
No Reading Assignment |
|
10 |
10/26 10/28 |
RFID Data Management Student Presentation |
Section 5 [any
paper] or Section 9 [any paper] |
|
11 |
11/2 |
Social Networks Student Presentation
|
Section 12 [Any
paper] |
|
12 |
11/9 11/11 |
RDF Databases and Graph Databases: Storage and Query Efficiency
|
Section 10 [11,12,18,19,24] |
|
13 |
11/16 11/18 |
Cloud Computing and Column Databases
|
No reading
assignment |
|
14 |
11/23 11/25 |
Hot Topics in Emerging DB Technologies |
No reading assignment |
|
15 |
11/30 12/2 |
Project Presentation (Workshop Day 1) Project Presentation
(Workshop day 2) |
Final
project Presentation (TSquare/WiKi) |
No reading assignment |
16 |
12/7 12/9 |
Project Presentation (Workshop day 3) Project Presentation (Workshop day 4) |
Final project Presentation (TSquare/WiKi) |
No reading assignment |
|
12/10 |
|
|