Carnegie Mellon University
15-826 Multimedia Databases and Data Mining
  Fall 2019 - C. Faloutsos

PROJECT INFORMATION - non-default projects

0. Reminder

1. First Deliverable: Phase 1 - The Proposal

Once you have selected a non-default topic, you should do some background reading so that you are capable of describing, in some detail, what you expect to accomplish. For example, if you decide that you want to implement an algorithm to spot fake reviews on `amazon', you will have to carefully read the papers that propose earlier such methods, pinpoint their weaknesses, and explain how your approach will address these weaknesses. Once you have read up on your topic, you will be ready to write your proposal.

The proposal should describe what you plan to do for your project. It should describe the problem that you will be addressing, how you plan to address it, what tools (e.g., "yacc", Postgres, hadoop, etc.) you will need for your work, what you expect to produce as a result of your work, and anything else that you think the instructor should know to evaluate your plans. You should also describe what portion of the project each partner will be doing.

Your proposal should be approximately 6-8 pages long, typed (eg., latex/pdf/msword), 12pt size font, neat, and with pictures if they seem useful (`idraw', `xfig', 'tikz', are good choices). Also, the proposal should be self-contained: You should briefly review the key ideas in the references, and describe clearly the alternatives that you will be examining.

Important points - check-list:

1. Grading scheme: 60% for the survey; 30% for innovation; 10% for plan of activities
2. Use the latex template - follow its outline.
3. please provide a plan of activities and time estimates, per group member.
4. Attribution: list which group member did (or will do) what
   
5. Your survey should have at least 3 papers or book chapters per group member (outside of the reading list).
   • Short papers, like PNAS, Nature, Science papers, count as 0.5.
   • Copying the abstract of the papers is obviously prohibited, constituting plagiarism.
   • For each paper, discuss it in about 1 page, and describe
     
   • (a) the problem definition (input/output)
     
   • (b) the main idea,
     
   • (c) why (or why not) it will be useful for your project, and
     
   • (d) its potential shortcomings, that you will try to improve upon.
6. Clear problem definition: for the non-default projects, give a precise problem definition, as in the latex template above.
   
7. Check grammar and syntax (small penalty for each typo / grammar error).

Reminders:

• Keep the graded Phase 1 report, and attach it to your phase 2 and phase 3 submissions

2. Second Deliverable: Phase 2 - The Progress Report

This should be a 10-15 page long report, and it serves as a check-point. It should consist of the same sections as your final report (introduction, survey, etc), with a few sections `under construction'. Specifically, the introduction and survey sections should be in their final form; the section on the proposed method should be almost finished; the sections on the experiments and conclusions will have whatever results you have obtained, as well as `place-holders' for the results you plan/hope to obtain.

Grading scheme for the project report:

• 70% for proposed method (should be almost finished)
• 25% for the design of upcoming experiments
• 5% for plan of activities (in an appendix, please show the old one and the revised one, along with the activities of each group member)
• Attach your graded phase 1 report
• Clear list of innovations: give a list of the best 2-4  ideas that your approach exhibits

Reminders, for all projects:

• Again: Keep the graded Phase 2 report, and attach it to your phase 3 submission.

3. Third deliverable: Phase 3 - The Final Report and Poster

The grade of the final phase of the project will have the following components:

1. writeup: there, you would describe the novelties of your approach and your discoveries/insights/experiments. Your final report is expected to be a 20-30 pages long report, treating in depth the agreed topic. 
2. software: packaging, documentation, and portability. The goal is to provide enough material, so that other people can use it and continue your work.
3. poster presentation. The poster of each group will consist of  nine pages (e.g., use power-point/openoffice to create those 9 pages)

3.1. Grading Scheme for Final Report and Poster

• Writeup
  • [2%] Introduction - Motivation
  • [3%] Problem definition
    
  • [5%] Survey
  • Proposed method
    • [10%] Intuition - why should it be better than the state of the art?
    • [35%] Description of its algorithms
  • Experiments
    • [5%] Description of your testbed; list of questions your experiments are designed to answer
    • [25%] Details of the experiments; observations (as many as you can!)
  • [5%] Conclusions
• Software (testing, packaging and documentation) [5%]
• Poster presentation [5%]

3.2. Specifications for packaging of software:

1. after un-tar-ing, the command 'make' should compile your system, install it if necessary and run a small demo on a sample input file (included in your package)
2. it should have a README file, corresponding to the `user's manual': This file should describe the package in a few paragraphs, as well as how to install it and how to use it.
3. it should have a directory DOC, with your writeup, and your foils (in your favorite form: latex, pdf, powerpoint, ms-word)
   
4. 'make paper.pdf' should create the corresponding version of your writeup (skip this step, if you use ms-word)
   
5. `make clean' should eliminate all the derived files (*.o, *.class, *.aux, etc)
6. `make all.tar' (or 'make all.zip') should create a  tar/zip-file,  ready for distribution.
   
7. please make sure that your package includes only the absolutely necessary set of files!

3.3. Final project report - what to hand in:

1. bring a hard copy of the writeup in class,
2. a (hard copy) of the graded phase-2 report and graded phase-1 report and
3. e-mail  your tar/zip-file before class.  If the file is too large for e-mailing, contact the instructor and/or put your large datasets in dropbox.
   

3.4. Poster session

• When:  We will have all projects presenting a poster, on the last day of classes,  Fri, Dec. 6, 1pm - 5pm.
• What: The poster of each group will consist of  nine pages (e.g., use power-point/openoffice to create those 9 pages)
• Who:  At least one project member should be present during the poster hours, or a significant, pre-arranged, subset of it.
• How: we will provide scotch tape, to post your pages on the wall.
  
• Demo: it is optional but  encouraged. If you do give a demo, please bring your own laptop (and everything else necessary: ethernet cable, power adaptors, etc)
• Who will attend: The session will be open to everybody (SCS, CIT, etc).

Created: Sept. 16, 2019, by Christos Faloutsos