Advanced Special Topics in Computer Science and Engineering I

(°í±ÞÄÄÇ»ÅÍÇÐƯ·Ð I ), 1st Semester, 2001

Course Number: CO691	Schedule: Wednesday 5, 6, Engineering Building Room 105
Title: Advanced Special Topics in Computer Science and Engineering II	Dept: Dept of CSE
Hours and Credit : ( 3 )hours ( 3 )credits	Professor: Hwan-Seung Yong

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.

Assignments and Evaluation  

• Report and Term Project: 30%, Paper Presentation: 10 %, Final Exam: 50 %, Attendance and others: 10%
• LaTeX Term project report writing is mandatory for Grade A.

Course Schedule

• 1st week - 12th week:  Lecture of Data Mining Textbook, Paper presentation by two students from 3rd week.
• 3. 7 Chap 1 Introduction
• 3.14 Chap 2 Data Warehouse and OLAP Technology for Data Mining
• 3.21 Chap 3 Data Preprocessing
• 3.28 Chap 4Data Mining Primitives, Languages and System Architectures
• 4.4  Chap 5 Concept Description: Characterization and Comparison
• 4.11 Chap 6 Mining Associations 1
• 4.18 Chap 9: Mining Complex Data
• 4.25 Chap 9 Mining Complex Data: Time Series and Text, Web MINING
• 5.2  Chap 6: Mining Associations 2
• 5.9  Chap 7: Classification
• 5.16 Chap 8 Clustering, Paper presentation ends.
• 5.23 Term Project Presentation: 15 minutes per student, total 9 students
• 5.30 Term Project Presentation 9 students, 6.6 Holiday for National Memorial Day
• 6.13 (16th week): Term Project Presentation and Final Exam

Every Student should do in this semester

• Paper Presentations Tile and Schedule  
• 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.  
• Term Project: Term Project Subject and Presentation etc (New)
• Open Topic
• Association Rule Interpretation
• Using Natural Language or More Compact Form (SIGKDD 2000 Paper ÂüÁ¶)
• Desicion Tree Output Interpretation
• Using Natural Language or some visual tool
• Data Mining (Prediction) Project for SIGKDD Cup Contest (3 students team is possible)
• Refer KDnuggets.com  or ACM SIGKDD Homepage
• XML Database Product  http://www.rpbourret.com/xml/XMLDatabaseProds.htm
• Select one product and Evaluate using XML Benchmarking: X-Mach1
• Other paper work and implementation work is possible.
• DATABASE, XML server related implementation work
• Confirm to Professor before starting.
• Schedule of Term Project
• Until March 22, Select topic and submit work plan via mail.
• Until May 2, Submit progress report.