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Dr. Christos Nikolopoulos
Office: BR 197
(309) 677-2456
[email protected]
http://hilltop.bradley.edu/~chris/
CS 570 May 2
Advanced Databases
Required Textbook:
Database Systems, Elmarsi/Navathe, Addison Wesley(any edition)
Other References:
1. PowerPoint slides, class website contents
2. Video tapes
Description:
We will cover Intelligent Databases in general including Deductive
Databases, Fuzzy Databases, Multimedia Databases, Object Oriented
Databases, Distributed Databases, Data Warehousing and OLAP. For
deductive, fuzzy and object oriented databases, we will use as an
implementation language the declarative language PROLOG to build
deductive and OO database prototypes. We will cover elements of Machine
Learning such as neural networks, decision and classification trees,
and the integration of DBMS and ML into Data Mining.
Class delivery format:
The class is offered in an online, asynchronous format. A Google group will be set up
with an online discussion board. To get to the GoogleGroup class site follow the link:
In addition to the discussion board accessible by all, individual emails to the instructor
will be answered by the end of the day received.
Tests will be online. The MIDTERM will be sent by email to each student by 9:00 a.m.
of the announced day and she/he will have till 5:00 p.m. to complete, and email the
answers back to the instructor. The answers could be typed in a word file (time
consuming, especially if they contain tables or graphs-this should be avoided) or they
could be handwritten and scanned. The FINAL will be emailed to each student by 9:00
a.m. of the announced day and students will have till 9:00 a.m. of the next day to
complete, scan (or type in a word file or both) and sent by email back to the instructor.
Alternatively, the tests could also be returned and handed in on a hard copy format
(printed) to the instructor at the Lab at 9:00 a.m. on 7/8/10, if so desired by the student,
for example in the case a scanner is not available to the student and does not have
remaining time to type the answers, but he/she is in Peoria.
In addition to the online format, for those students who prefer the person to person
interaction with the instructor, the instructor will be available at the BR156 Intelligent
Systems and Robotics Lab every day, M-F at 9:15 a.m to meet with students. If you have
doubts about the material and your questions were not satisfactorily answered by email or
on the discussion board communications, you can come if you wish, to meet with the
instructor.
The table below gives the reading assignments each day from the books and online
sources.
# Date
Topics for reading/online discussion
5/17/2010
5/18/2010
Review SQL
Prolog
Chapter 8 Elmarsi/Navathe
Web site Notes, Prolog tutorial
5/19/2010
Prolog
Web site Notes, Prolog tutorial
5/20/2010
Prolog
Web site Notes, Prolog tutorial
5/21/2010
Prolog
Web site Notes, Prolog tutorial
5/24/2010
Deductive databases
using Prolog
Heuristics for Query
Optimization
Heuristics for Query
Optimization
Selectivity and cost
estimates in Query
Optimization
Selectivity and cost
estimates in Query
Optimization
Spacial and Multimedia
Databases
Deductive Databases
(using PROLOG)
Object Databases
Web site Notes, Prolog tutorial
Review/discussion
MIDTERM EXAM
(online-emailed to you
by 9:00 a.m., answers
Online or in person
Online- deductive databases with PROLOG,
relational query optimization
5/25/2010
5/26/2010
5/27/2010
5/28/2010
6/1/2010
6/2/2010
6/3/2010
6/4/2010
6/7/2010
Readings/Assignments
Chapter 15.7 Elmarsi/Navathe+powerpoint slides
Chapter 15.7 Elmarsi/Navathe+powerpoint slides
Chapter 15.8 Elmarsi/Navathe+powerpoint slides
Chapter 15.8 Elmarsi/Navathe+powerpoint slides
Chapter 24.3 Elmarsi/Navathe
Chapter 24.4 Elmarsi/Navathe
Chapter 20.1-20.3 Elmarsi/Navathe
6/8/2010
due back by 5:00
p.m.)
Object Databases
Chapter 20.3-20.5 Elmarsi/Navathe
6/9/2010
Object Databases
Chapter 20.5-20.7 Elmarsi/Navathe
6/10/2010
OODB, ODL, OQL
Chapter 21.1-21.2 Elmarsi/Navathe
6/11/2010
OODB, ODL, OQL
Chapter 21.3-21.4 Elmarsi/Navathe
6/14/2010
OODB, ODL, OQL
Chapter 21.4-21.6 Elmarsi/Navathe
6/15/2010
Distributed Databases
6/16/2010
Distributed Databases
6/17/2010
Distributed Databases
6/18/2010
Data Mining Concepts
6/21/2010
Data Mining Concepts
6/22/2010
Data Mining Concepts
6/23/2010
7/2/2010
Data Warehousing and
OLAP
Data Warehousing and
OLAP
Data Warehousing and
OLAP
DBMS Security and
Authorization
DBMS Security and
Authorization
DBMS Security and
Authorization
XML and Internet
Databases
Mobile Databases
Chapter 25.1-25.4 Elmarsi/Navathe+powerpoint
slides
Chapter 25.4-25.6 Elmarsi/Navathe+powerpoint
slides
Chapter 25.6-25.8 Elmarsi/Navathe+powerpoint
slides
Chapter 27.1-27.3 Elmarsi/Navathe+powerpoint
slides
Chapter 27.4-27.6 Elmarsi/Navathe+powerpoint
slides
Chapter 27.6-27.8 Elmarsi/Navathe+powerpoint
slides
Chapter 28.1-28.3 Elmarsi/Navathe+powerpoint
slides
Chapter 28.3-28.5 Elmarsi/Navathe+powerpoint
slides
Chapter 28.6-28.8 Elmarsi/Navathe+powerpoint
slides
Chapter 23.1-23.3 Elmarsi/Navathe
7/5/2010
GIS
Chapter 29.3 Elmarsi/Navathe
7/6/2010
Multimedia DBs
Chapter 29.2 Elmarsi/Navathe
7/7/2010
FINAL EXAMonline (emailed to you
OODBMS, Distributed DBMS, DM
6/24/2010
6/25/2010
6/28/2010
6/29/2010
6/30/2010
7/1/2010
Chapter 23.1-23.3 Elmarsi/Navathe
Chapter 23.4-23.7 Elmarsi/Navathe
Chapter 26.1-26.6 Elmarsi/Navathe
.
Chapter 29.1 Elmarsi/Navathe
7/8/2010
7/9/2010
by 9:00 a.m., answers
due back by 9:00 a.m.
on 7/8/10)
Work on DW
project/HW
Homework due by 5:00
p.m.
Assessment
250 Points Total
100 points Midterm Exam
100 points Final Exam
50 points Homework assignments
Also,
10 extra credit points given for completion of the Data Warehousing project (see class
website project link)