INFS4203/INFS7203 Data Mining
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Welcome to INFS4203/7203 Data Mining Course, Semester 2,
2011. Please read the Course Profile and understand the expectations
of this course.
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IMPORTANT!
It is important that you are very aware of what constitutes misconduct and plagiarism. The main areas of concern are:
- that students are clearly sharing code or copying work from each other, which is absolutely not allowed;
- that student discussions about assignments sometimes goes beyond collaboration and becomes collusion, which also is unacceptable;
- That students are not referencing their work correctly.
Announcement:
3 Nov 2011 All assignments and project results have been released - INFS4203, INFS7203.
2 Nov 2011 Consultation Arrangement: Thur 3 Nov, 1pm - 2:30pm, 78-652 (Dr Helen Huang); Fri 4 Nov, 2pm-4pm, 78-625 (Mr. Yang Yang).
27 Oct 2011 Assignment results have been released - INFS4203, INFS7203.
20 Oct 2011 NO LECTURE TODAY! Please conduct Self Directed Learning! Course Revision will be given next week!
10 Oct 2011 Are you prepared for your examinations?
10 Oct 2011 Assignment 4 has been published! Due date is 27 Oct, 2011. Please submit on time.
6 Oct 2011 Due date of project report is 27th Oct, 2011. Please submit on time.
4 Oct 2011 Project Presentation Schedule has been updated!
22 Sep 2011 Project Presentation Schedule has been released! Please check carefully and make sure your group will attend on time! If you have any question about this schedule please contact us ASAP!
13 Sep 2011 Assignment 3 has been released. Due data is 7 Oct, 2011.
8 Sep 2011 Friday's tutorial is changed to consultation. Tutorial on Text Mining and Web Mining will be given next week.
2 Sep 2011 Clustering(II) has been updated.
26 Aug 2011 Find the quiz&answer from the updated lecture notes Clustering(I)
24 Aug 2011 Friday's Tutorial has been changed to consultation! Tutorial on Clustering will be given on next Friday!
23 Aug 2011 Assignment 2 has been released! Please hand in by 9 Sept, 2011.
22 Aug 2011 Project requirement has been released. Please form your team ASAP and submit your proposal by 29th Aug.
16 Aug 2011 All lecture notes have been uploaded to give you some idea for project design. Some of them may be updated later.
16 Aug 2011 Please form the project group and submit the proposal by 29 Aug.
10 Aug 2011 Friday's Tutorial has been changed to consultation! Tutorial on Classification will be given on next Friday!
9 Aug 2011 The slides of Classification is uploaded.
8 Aug 2011 Assignment 1 has been released. Please hand in by 19 Aug, 2011.
4 Aug 2011 The slides of Association Rule Mining is updated.
29 Jul 2011 Tuturial starts from Week 2.
It is important that you are very aware of what constitutes misconduct and plagiarism. The main areas of concern are:
- that students are clearly sharing code or copying work from each other, which is absolutely not allowed;
- that student discussions about assignments sometimes goes beyond collaboration and becomes collusion, which also is unacceptable;
- That students are not referencing their work correctly.
Announcement:
3 Nov 2011 All assignments and project results have been released - INFS4203, INFS7203.
2 Nov 2011 Consultation Arrangement: Thur 3 Nov, 1pm - 2:30pm, 78-652 (Dr Helen Huang); Fri 4 Nov, 2pm-4pm, 78-625 (Mr. Yang Yang).
27 Oct 2011 Assignment results have been released - INFS4203, INFS7203.
20 Oct 2011 NO LECTURE TODAY! Please conduct Self Directed Learning! Course Revision will be given next week!
10 Oct 2011 Are you prepared for your examinations?
10 Oct 2011 Assignment 4 has been published! Due date is 27 Oct, 2011. Please submit on time.
6 Oct 2011 Due date of project report is 27th Oct, 2011. Please submit on time.
4 Oct 2011 Project Presentation Schedule has been updated!
22 Sep 2011 Project Presentation Schedule has been released! Please check carefully and make sure your group will attend on time! If you have any question about this schedule please contact us ASAP!
13 Sep 2011 Assignment 3 has been released. Due data is 7 Oct, 2011.
8 Sep 2011 Friday's tutorial is changed to consultation. Tutorial on Text Mining and Web Mining will be given next week.
2 Sep 2011 Clustering(II) has been updated.
26 Aug 2011 Find the quiz&answer from the updated lecture notes Clustering(I)
24 Aug 2011 Friday's Tutorial has been changed to consultation! Tutorial on Clustering will be given on next Friday!
23 Aug 2011 Assignment 2 has been released! Please hand in by 9 Sept, 2011.
22 Aug 2011 Project requirement has been released. Please form your team ASAP and submit your proposal by 29th Aug.
16 Aug 2011 All lecture notes have been uploaded to give you some idea for project design. Some of them may be updated later.
16 Aug 2011 Please form the project group and submit the proposal by 29 Aug.
10 Aug 2011 Friday's Tutorial has been changed to consultation! Tutorial on Classification will be given on next Friday!
9 Aug 2011 The slides of Classification is uploaded.
8 Aug 2011 Assignment 1 has been released. Please hand in by 19 Aug, 2011.
4 Aug 2011 The slides of Association Rule Mining is updated.
29 Jul 2011 Tuturial starts from Week 2.
Course Information:
- Lecture Hour: 4pm - 5:50pm Thursday 78-344
- Tutorial Hour: 2pm - 3:50pm Friday 78-344
Instructors
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Dr Helen Huang
Address: Rm. 652, Building 78
Email: huang at itee.uq.edu.au - Mr Yang Yang
Address: Rm. 625, Building 78
Email: yang.yang at itee.uq.edu.au
Lecture Notes
- 01 Introduction to Data Mining and Data Issues (slides, handouts)
- 02 Association Rule Mining (slides, handouts, tutorial 1, assignment 1>)
- 03 Classification I (slides, handouts)
- 04 Classification II (slides, handouts, tutorial 2, assignment 2)
- 05 Clustering I (slides, handouts)
- 06 Clustering II (slides, handouts, tutorial 3, assignment 3)
- 07 Advanced Topic I -- Web Mining (slides, handouts)
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08 Advanced Topic II --
Text Mining
- 09 Project Consultation
- Term Break
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10 Project Presentation I
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11 Project Presentation II
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12 Revision of Previous Topics (Self
Directed Learning):
Read the materials that are related to the final examination. - 13 Course Revision (slides, handouts)
Assignments
- 01 Association Rule Mining (Due date: week 4, 18 Aug, 2011)
- 02 Classification (Due date: week 7, 9 Sept, 2011)
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03
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04
Text Mining +
Web Mining
- Project Requirements
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Project Proposal
A one-paragraph proposal is requried to be submitted to the lecturer via email by 29th Aug. The proposal should clearly state the problem you have recognized. -
Project Report (at least 2 pages content with fonts in size 11)
(Due date: Week 13, 27th Oct, 2011)
The report should contain the description of your recogonized problems, applications of data mining techniques, implentation details, result analysis and so on.
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System Demostration
Show us what your system can do! -
Presentation and Discussion (15-20 mins for each group including system demostration)
Poster is not required, just use slides!
Present overall framework and functionalities of your system. -
Team Size (up to 4 students)
Each team member should establish specific division of labor. -
Please submit both your report and presentation slides to us before presentation!
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Project Proposal
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Example of 2010 Data Mining Project —
Mining Flickr and Tag Recommendation