Graduate School of Information
Science
Course: IT440 µ¥ÀÌÅ͸¶ÀÌ´×
Ư·Ð, Data Mining, 1st
Semester, 2002, Monday
Goal
of this Course
- Learn comprehensive coverage of concepts
and technique for Data Mining related area and study recent research results
through paper working
- By doing term project, each student can
do personal data mining research project.
Textbook and
Slide informations
- Textbook: Jiawei Han, Micheline Kamber, Data Mining: Concepts and
Techniques, Morgan Kaufmann, 2000.
- Lecture Notes: http://www.cs.sfu.ca/~han/DM_Book
- Reference information
- ¿ëȯ½Â ¿ª, "°´Ã¼-°ü°è DBMS," ÀÌÇÑÃâÆÇ»ç,
1997³â , ¿ø¼: M. Stonebraker, "Object-Relational
Database Systems," Morgan-Kaufmann, 1996.
- ¿ëȯ½Â ¿ª, "µ¥ÀÌŸ ¸¶ÀÌ´×", µµ¼ÃâÆÇ ±×¸°, 1998³â, Pieter Adriaans, Dolf ZantingeÀú, Data Mining,
Addison-Wesley Longman, 1996.
- Tutorial on High Performance Data Mining
- Classification Slide update http://www.cs.ualberta.ca/~zaiane/courses/cmput690/slides/Chapter7/index.htm
Assignments and Evaluation
- Report and Term Project: 30%, Paper Presentation: 10 %, Final
Exam:
50 %, Attendance and others: 10%
Course Schedule
Every Student should do in this semester
- 1 Paper Presentation (
PAPER
SCHEDULES)
- Every student should select one paper
in the list and give a presentation once during semester.
- Select one paper in the list and send it to
me via Mail.
- Students should submit presentation
slide file before her presentation day.
- Paper Proceeding List: ¿ø¹® ¼ºñ½º´Â
ACM/IEEEÀÇ µðÁöÅÐ ¶óÀ̺귯¸® ȸ¿ø°¡ÀÔ ¶Ç´Â ÇмúÁ¤º¸¿ø ¶Ç´Â ±¹°¡°úÇбâ¼úµµ¼°ü
(http://ndsl.or.kr ) µîÀÇ ¼ºñ½º¸¦ ¹Þ¾Æ¼
°¢ÀÚ ±¸ÇÒ °Í.
- Term Project: Project
Information
- Data Mining Application Development
- Using ORACLE or MS SQL Server
etc.
ORACLE
9i Data Mining Package´Â ¿À¶óŬ »çÀÌÆ®¿¡¼ ´Ù¿î·Îµå »ç¿ë°¡´É
- Microsoft SQL server (Data
Mining ±â´É Æ÷ÇÔ) Àº 120Àϰ£ »ç¿ë°¡´ÉÇÑ ¹öÀü ´Ù¿î·Îµå °¡´ÉÇÏ´Ï
»ç¿ë¹Ù¶÷.
- Schedule of Term Project
- 4¿ù 28±îÁö, ¿¬±¸ÁÖÁ¦¸¦ ¼±Á¤ÇÏ¿©
°èȹ¼¸¦ ¸ÞÀÏ·Î Á¦ÃâÇÑ´Ù.
- Ãßõ ÁÖÁ¦
- Grid Computing: Grid ÄÄÇ»ÆÃ ¼ÒÇÁÆ®¿þ¾î ¼³Ä¡ ¹× ÀÀ¿ë ¿¹Á¦ °³¹ß
- Wikiwiki Multi Web Authoring System ¼³Ä¡ ¹× ¿¹Á¦ °³¹ß, º¸¿Ï ¿¬±¸ µî
- CLUTO v2.0 - A Clustering
Toolkit
- Other paper work and implementation work is possible.
- DATABASE, XML server related implementation work
- Confirm to Professor before starting.