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How To Read a
Research Paper
Research Papers
Primary form in which research results are
disseminated in computer science
Conference papers (shorter)
Journal papers (longer)
• Often the complete version of a conference paper
• May come out several years after the conference
paper
Reading a Paper Critically
Understand the problem
Understand the proposed solution
Understand competing approaches / designs
Evaluate the paper
Peer review is the cornerstone of the scientific
publishing process
Why?
Learn to do research
Learn to think critically about quality of research
papers
• Someone will be thinking critically about your own
work!
• In any discipline, there are fads and there are lasting
ideas… learn to tell the difference!
Gain perspective
Key issue: what are the questions to ask?
Evaluating a Paper
What is the problem being solved?
• Is it important? Relevant? Why?
• What is the prior work in this area?
Is the proposed solution clever?
• Cleverness is orthogonal to importance!
Are the assumptions and model reasonable?
Impact
• Easier to evaluate for older papers
• Does other work build on it? Do other papers uses
techniques and solutions proposed in this paper?
Evaluation Process
Read slowly, take notes as you read
• Question assumptions, importance of the problem
• Write questions to track what you don’t understand
Sometimes what is not in the paper is more
important than what is in it
• Is there something the authors have overlooked?
Don’t let ideas or design details pass until you
understand them!
Do not assume the paper is correct, even if
published in a prestigious peer-reviewed venue
Ground Rules
Try to understand
Don’t be afraid to ask
Be constructive
Be polite
Don’t be afraid to criticize (constructively!)
In This Course
We will give you a research paper to read
This paper is unpublished (it has been submitted
and is currently under review)
• Treat it as confidential
• Do not show it to anyone outside of this class
Put yourself in the mind of a reviewer
On March 23, we will discuss it in class
• Your opinions
• Ray’s opinion
• My own opinion

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researchpaper.ppt

  • 1. How To Read a Research Paper
  • 2. Research Papers Primary form in which research results are disseminated in computer science Conference papers (shorter) Journal papers (longer) • Often the complete version of a conference paper • May come out several years after the conference paper
  • 3. Reading a Paper Critically Understand the problem Understand the proposed solution Understand competing approaches / designs Evaluate the paper Peer review is the cornerstone of the scientific publishing process
  • 4. Why? Learn to do research Learn to think critically about quality of research papers • Someone will be thinking critically about your own work! • In any discipline, there are fads and there are lasting ideas… learn to tell the difference! Gain perspective Key issue: what are the questions to ask?
  • 5. Evaluating a Paper What is the problem being solved? • Is it important? Relevant? Why? • What is the prior work in this area? Is the proposed solution clever? • Cleverness is orthogonal to importance! Are the assumptions and model reasonable? Impact • Easier to evaluate for older papers • Does other work build on it? Do other papers uses techniques and solutions proposed in this paper?
  • 6. Evaluation Process Read slowly, take notes as you read • Question assumptions, importance of the problem • Write questions to track what you don’t understand Sometimes what is not in the paper is more important than what is in it • Is there something the authors have overlooked? Don’t let ideas or design details pass until you understand them! Do not assume the paper is correct, even if published in a prestigious peer-reviewed venue
  • 7. Ground Rules Try to understand Don’t be afraid to ask Be constructive Be polite Don’t be afraid to criticize (constructively!)
  • 8. In This Course We will give you a research paper to read This paper is unpublished (it has been submitted and is currently under review) • Treat it as confidential • Do not show it to anyone outside of this class Put yourself in the mind of a reviewer On March 23, we will discuss it in class • Your opinions • Ray’s opinion • My own opinion