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How to Write a Good Paper?
Uday Khedker
(www.cse.iitb.ac.in/˜uday)
Department of Computer Science and Engineering,
Indian Institute of Technology, Bombay
October 2009
CSI Convention 09 Research: Outline 1/26
Outline
• Introduction: The form and the contents
• Contents of a paper
◮ The core content: What is research?
◮ Structuring the core content for accessibility
• Detailed structure of a paper
• Elements of writing
• Conclusions
Uday Khedker IIT Bombay
CSI Convention 09 Research: Outline 2/26
Focus of This Talk
• Significant distinction between
◮ How to write a good paper?
◮ How does a good paper look like?
• Process of writing Vs. Product of writing
Uday Khedker IIT Bombay
CSI Convention 09 Research: Outline 2/26
Focus of This Talk
• Significant distinction between
◮ How to write a good paper?
◮ How does a good paper look like?
• Process of writing Vs. Product of writing
• We focus on the product rather than focus
• Assumptions:
◮ Process is goal oriented. Once goals are clear, process is clear
◮ Repeat: Write, read, review, refine, revise . . .
Uday Khedker IIT Bombay
Part 1
Core Contents of a Research Paper
CSI Convention 09 Research: Core Contents of a Research Paper 3/26
What is a Research Paper?
Does a research paper describe
• A software?
• Design of a software?
• A piece of hardware?
• A theorem?
• A proof?
• Empirical measurements?
• . . .
Uday Khedker IIT Bombay
CSI Convention 09 Research: Core Contents of a Research Paper 3/26
What is a Research Paper?
Does a research paper describe
• A software?
• Design of a software?
• A piece of hardware?
• A theorem?
• A proof?
• Empirical measurements?
• . . .
A research paper describes an idea!
Uday Khedker IIT Bombay
CSI Convention 09 Research: Core Contents of a Research Paper 4/26
What is a Research Paper?
• Cannot be a complete description of work
(process/product/modelling/reasoning/postulate/evidence)
Must omit many details
• Should describe a logically complete idea
Or a collection of logically complete related ideas
• Must embody a running theme that forms the essence of an idea
• This theme must be explicated in the paper
Uday Khedker IIT Bombay
CSI Convention 09 Research: Core Contents of a Research Paper 4/26
What is a Research Paper?
• Cannot be a complete description of work
(process/product/modelling/reasoning/postulate/evidence)
Must omit many details
• Should describe a logically complete idea
Or a collection of logically complete related ideas
• Must embody a running theme that forms the essence of an idea
• This theme must be explicated in the paper
Right choice of form and content is important
Uday Khedker IIT Bombay
CSI Convention 09 Research: Core Contents of a Research Paper 5/26
What is Research Paper?
Net information content of your paper
∆ = Information in your paper − Relevant Information in references
Uday Khedker IIT Bombay
CSI Convention 09 Research: Core Contents of a Research Paper 5/26
What is Research Paper?
Net information content of your paper
∆ = Information in your paper − Relevant Information in references
∆ > 0
∆ = 0
∆ < 0
Uday Khedker IIT Bombay
CSI Convention 09 Research: Core Contents of a Research Paper 5/26
What is Research Paper?
Net information content of your paper
∆ = Information in your paper − Relevant Information in references
∆ > 0 Your paper makes research contributions
∆ = 0
∆ < 0
Uday Khedker IIT Bombay
CSI Convention 09 Research: Core Contents of a Research Paper 5/26
What is Research Paper?
Net information content of your paper
∆ = Information in your paper − Relevant Information in references
∆ > 0 Your paper makes research contributions
∆ = 0 Your paper is a survey paper
∆ < 0
Uday Khedker IIT Bombay
CSI Convention 09 Research: Core Contents of a Research Paper 5/26
What is Research Paper?
Net information content of your paper
∆ = Information in your paper − Relevant Information in references
∆ > 0 Your paper makes research contributions
∆ = 0 Your paper is a survey paper
∆ < 0 Why do you want to write a paper?
Uday Khedker IIT Bombay
CSI Convention 09 Research: Core Contents of a Research Paper 6/26
Ingredients of Good Research
• Innovation
Uday Khedker IIT Bombay
CSI Convention 09 Research: Core Contents of a Research Paper 6/26
Ingredients of Good Research
• Innovation
• Aesthetics
Uday Khedker IIT Bombay
CSI Convention 09 Research: Core Contents of a Research Paper 6/26
Ingredients of Good Research
• Innovation
• Aesthetics
• Other important aspects :
◮ Completeness
◮ Rigour
◮ Empirical demonstration
◮ Effective communication
Uday Khedker IIT Bombay
CSI Convention 09 Research: Core Contents of a Research Paper 7/26
Ingredients of Good Survey
• Have you identified all key ideas?
Uday Khedker IIT Bombay
CSI Convention 09 Research: Core Contents of a Research Paper 7/26
Ingredients of Good Survey
• Have you identified all key ideas?
• Have you distilled the essence of key ideas?
◮ Why are they important?
◮ Why should they be considered key ideas?
Uday Khedker IIT Bombay
CSI Convention 09 Research: Core Contents of a Research Paper 7/26
Ingredients of Good Survey
• Have you identified all key ideas?
• Have you distilled the essence of key ideas?
◮ Why are they important?
◮ Why should they be considered key ideas?
• Have you illustrated key ideas?
◮ New examples
◮ New pictures
◮ New applications
◮ Better explanations
Uday Khedker IIT Bombay
CSI Convention 09 Research: Core Contents of a Research Paper 8/26
Aesthetics
• Total is greater than the sum of the parts
“Scientists study science not because it is useful, but because it is
beautiful. Here I do not talk about the beauty of appearance or
beauty of qualities . . . Here I talk about that profound beauty
which comes from a harmonious order of parts . . . ”
– Henry Poincare.
• Example : Painting.
Proportion of colours Vs. their arrangements
Uday Khedker IIT Bombay
Part 2
Structuring the Core Contents
for Accessibility
CSI Convention 09 Research: Structuring the Core Contents 9/26
Intuition and Rigour in a Paper
• Ideas should be presented at two levels:
◮ Intuition
− Distilling the idea to its essence
− Emphasizing the most important aspects (ignoring some details)
− Using representative examples (even if all aspects are not illustrated)
◮ Rigour
− Plugging all the holes through formalism or reasoning
− Presenting convincing empirical evidence
• Description of ideas at these two levels should be interleaved
Uday Khedker IIT Bombay
CSI Convention 09 Research: Structuring the Core Contents 10/26
Presenting Evolution of Ideas
• Evolution in discovery is different from evolution in presentation
• Evolution in presentation
◮ Perspective
◮ Problem Definition
◮ Key Ideas
◮ Key contributions
◮ Development of the key ideas
◮ Conclusions
Uday Khedker IIT Bombay
CSI Convention 09 Research: Structuring the Core Contents 10/26
Presenting Evolution of Ideas
• Evolution in discovery is different from evolution in presentation
• Evolution in presentation
◮ Perspective
Motivation, Background, Challenges
◮ Problem Definition
◮ Key Ideas
◮ Key contributions
◮ Development of the key ideas
◮ Conclusions
Uday Khedker IIT Bombay
CSI Convention 09 Research: Structuring the Core Contents 10/26
Presenting Evolution of Ideas
• Evolution in discovery is different from evolution in presentation
• Evolution in presentation
◮ Perspective
Motivation, Background, Challenges
◮ Problem Definition
Why is this an important problem?
◮ Key Ideas
◮ Key contributions
◮ Development of the key ideas
◮ Conclusions
Uday Khedker IIT Bombay
CSI Convention 09 Research: Structuring the Core Contents 10/26
Presenting Evolution of Ideas
• Evolution in discovery is different from evolution in presentation
• Evolution in presentation
◮ Perspective
Motivation, Background, Challenges
◮ Problem Definition
Why is this an important problem?
◮ Key Ideas
Basis of the hope of a solution, Approach of the solution,
◮ Key contributions
◮ Development of the key ideas
◮ Conclusions
Uday Khedker IIT Bombay
CSI Convention 09 Research: Structuring the Core Contents 10/26
Presenting Evolution of Ideas
• Evolution in discovery is different from evolution in presentation
• Evolution in presentation
◮ Perspective
Motivation, Background, Challenges
◮ Problem Definition
Why is this an important problem?
◮ Key Ideas
Basis of the hope of a solution, Approach of the solution,
◮ Key contributions
Your claim to fame
◮ Development of the key ideas
◮ Conclusions
Uday Khedker IIT Bombay
CSI Convention 09 Research: Structuring the Core Contents 10/26
Presenting Evolution of Ideas
• Evolution in discovery is different from evolution in presentation
• Evolution in presentation
◮ Perspective
Motivation, Background, Challenges
◮ Problem Definition
Why is this an important problem?
◮ Key Ideas
Basis of the hope of a solution, Approach of the solution,
◮ Key contributions
Your claim to fame
◮ Development of the key ideas
You have succeeded if readers reach here!
◮ Conclusions
Uday Khedker IIT Bombay
CSI Convention 09 Research: Structuring the Core Contents 10/26
Presenting Evolution of Ideas
• Evolution in discovery is different from evolution in presentation
• Evolution in presentation
◮ Perspective
Motivation, Background, Challenges
◮ Problem Definition
Why is this an important problem?
◮ Key Ideas
Basis of the hope of a solution, Approach of the solution,
◮ Key contributions
Your claim to fame
◮ Development of the key ideas
You have succeeded if readers reach here!
◮ Conclusions
Honest analysis of work done, The Moral of the story
Uday Khedker IIT Bombay
Part 3
The Structure of a Paper
CSI Convention 09 Research: The Structure of a Paper 11/26
The Structure of a Paper
• Title
• Abstract
• Introduction, Motivation
• Background, Related work
• Main Contents
• Results, Conclusions
• Future Work
• References
Uday Khedker IIT Bombay
CSI Convention 09 Research: The Structure of a Paper 12/26
How to Write a Good Title?
• Should be precise and inviting
Uday Khedker IIT Bombay
CSI Convention 09 Research: The Structure of a Paper 12/26
How to Write a Good Title?
• Should be precise and inviting
• Examples of bad titles
◮ A Software
◮ A theorem and its proof
◮ Wireless networks
◮ Partial redundancy elimination in presence of critical edges for
practical imperative programs with recursion and large number of
functions and calls through function pointers
Uday Khedker IIT Bombay
CSI Convention 09 Research: The Structure of a Paper 12/26
How to Write a Good Title?
• Should be precise and inviting
• Examples of bad titles
◮ A Software
◮ A theorem and its proof
◮ Wireless networks
◮ Partial redundancy elimination in presence of critical edges for
practical imperative programs with recursion and large number of
functions and calls through function pointers
• Possible good titles
◮ A software based control system for . . .
◮ On XYZ theorem
◮ Reducing congestion in wireless networks
◮ Partial redundancy elimination in extreme situations
Uday Khedker IIT Bombay
CSI Convention 09 Research: The Structure of a Paper 13/26
How to Write a Good Abstract
• Should be a succinct and stand alone description
◮ Reading the rest of the paper should not be necessary to get the gist
◮ Self-containment only at a high level of description
Uday Khedker IIT Bombay
CSI Convention 09 Research: The Structure of a Paper 13/26
How to Write a Good Abstract
• Should be a succinct and stand alone description
◮ Reading the rest of the paper should not be necessary to get the gist
◮ Self-containment only at a high level of description
• An abstract is neither a summary nor an outline of the paper
Uday Khedker IIT Bombay
CSI Convention 09 Research: The Structure of a Paper 13/26
How to Write a Good Abstract
• Should be a succinct and stand alone description
◮ Reading the rest of the paper should not be necessary to get the gist
◮ Self-containment only at a high level of description
• An abstract is neither a summary nor an outline of the paper
• A checklist: Motivation, problem statement, approach, results,
conclusions
Uday Khedker IIT Bombay
CSI Convention 09 Research: The Structure of a Paper 13/26
How to Write a Good Abstract
• Should be a succinct and stand alone description
◮ Reading the rest of the paper should not be necessary to get the gist
◮ Self-containment only at a high level of description
• An abstract is neither a summary nor an outline of the paper
• A checklist: Motivation, problem statement, approach, results,
conclusions
• Common mistakes
◮ Too verbose
◮ Too long
◮ Too short
◮ Omitting essential details
Uday Khedker IIT Bombay
CSI Convention 09 Research: The Structure of a Paper 14/26
How About this Abstract?
“We worked in Computer Science. We proved some theorems.
Some were big, some were small. Big theorems had big proof,
small theorems had small proofs. We tried to connect the
proofs to the theorems. Sometimes we succeeded, sometimes
we didn’t. By then, the time for submission had arrived, so we
submitted the paper . . . ”
M. Leunen and R. Lipton. “How to Have Your Abstract Rejected”.
Uday Khedker IIT Bombay
CSI Convention 09 Research: The Structure of a Paper 15/26
How to Write a Good Introduction?
What does a good introduction contain?
Uday Khedker IIT Bombay
CSI Convention 09 Research: The Structure of a Paper 15/26
How to Write a Good Introduction?
What does a good introduction contain?
• More details of motivation and problem statement
◮ From general to specific
◮ Supported by concrete examples, puzzles, mysteries,
◮ Contextualizing the problem
Uday Khedker IIT Bombay
CSI Convention 09 Research: The Structure of a Paper 15/26
How to Write a Good Introduction?
What does a good introduction contain?
• More details of motivation and problem statement
◮ From general to specific
◮ Supported by concrete examples, puzzles, mysteries,
◮ Contextualizing the problem
• Importance of the problem
◮ Significance of the outcome,
◮ Intellectual challenge, other difficulties
Why would simple approaches not work?
Uday Khedker IIT Bombay
CSI Convention 09 Research: The Structure of a Paper 15/26
How to Write a Good Introduction?
What does a good introduction contain?
• More details of motivation and problem statement
◮ From general to specific
◮ Supported by concrete examples, puzzles, mysteries,
◮ Contextualizing the problem
• Importance of the problem
◮ Significance of the outcome,
◮ Intellectual challenge, other difficulties
Why would simple approaches not work?
• Overview of proposed approach
◮ A sketch of main proof, algorithm, key idea
◮ Novelty of the proposed approach
Uday Khedker IIT Bombay
CSI Convention 09 Research: The Structure of a Paper 15/26
How to Write a Good Introduction?
What does a good introduction contain?
• More details of motivation and problem statement
◮ From general to specific
◮ Supported by concrete examples, puzzles, mysteries,
◮ Contextualizing the problem
• Importance of the problem
◮ Significance of the outcome,
◮ Intellectual challenge, other difficulties
Why would simple approaches not work?
• Overview of proposed approach
◮ A sketch of main proof, algorithm, key idea
◮ Novelty of the proposed approach
• Outline of the paper
Uday Khedker IIT Bombay
CSI Convention 09 Research: The Structure of a Paper 16/26
How to Write a Good Introduction?
Why is a good introduction important?
• First chance of making first impression
Writing style, overall quality, analytical skills, confidence in ideas
Uday Khedker IIT Bombay
CSI Convention 09 Research: The Structure of a Paper 16/26
How to Write a Good Introduction?
Why is a good introduction important?
• First chance of making first impression
Writing style, overall quality, analytical skills, confidence in ideas
• Last chance of making the reader want to read your paper in details
Uday Khedker IIT Bombay
CSI Convention 09 Research: The Structure of a Paper 17/26
How to Describe Background and Related Work?
• Not just what? but also why?, why not?, how?, how else? etc.
◮ Not just a list of summaries
◮ Analysis, comparison, strengths, limitations
• Organized by ideas rather than by references
Uday Khedker IIT Bombay
CSI Convention 09 Research: The Structure of a Paper 18/26
Main Contents
Important questions are answered
• Questions: Problem, Theorem, . . .
• Answers: Algorithm/Protocol/Formulation, Proof, Counter example
. . .
• Type of contribution:
Beauty, utility, or both
• Use formalism but don’t hide ideas behind notation
Introduce notation, terminologies only where required
Uday Khedker IIT Bombay
CSI Convention 09 Research: The Structure of a Paper 19/26
How to Write Conclusions?
• Not a just summary
Uday Khedker IIT Bombay
CSI Convention 09 Research: The Structure of a Paper 19/26
How to Write Conclusions?
• Not a just summary
• Different from abstract and introduction
Uday Khedker IIT Bombay
CSI Convention 09 Research: The Structure of a Paper 19/26
How to Write Conclusions?
• Not a just summary
• Different from abstract and introduction
• Represents the moral of the story
◮ A high level description of the significance of ideas, what they could
further lead to
Last chance to highlight importance
◮ Analysis of strength and limitations
◮ What the readers should remember after they have forgotten the
details
Uday Khedker IIT Bombay
CSI Convention 09 Research: The Structure of a Paper 19/26
How to Write Conclusions?
• Not a just summary
• Different from abstract and introduction
• Represents the moral of the story
◮ A high level description of the significance of ideas, what they could
further lead to
Last chance to highlight importance
◮ Analysis of strength and limitations
◮ What the readers should remember after they have forgotten the
details
• Brings back the general level
◮ Abstract → Introduction → Details: Journey from general to specific
◮ Details → Conclusions: Return journey from specific to general
Uday Khedker IIT Bombay
CSI Convention 09 Research: The Structure of a Paper 20/26
How to Write References?
• Reference or Bibliography?
◮ References: List of sources that you actually cite in your paper
◮ Bibliography: List of all related publications
• Each item in the list must have at least the following fields:
Title, Author(s), Journal/Proceedings, Publisher, Year
• URLs don’t have a publication date, hence say when accessed it last
• Follow the style specified by the publisher
Uday Khedker IIT Bombay
Part 4
Elements of Writing
CSI Convention 09 Research: Elements of Writing 21/26
Elements of Writing
• Be careful about the language: Grammar, sentence formations,
spellings, punctuation etc.
• Each paragraph should represent a specific idea
• Smooth transition from
◮ One paragraph to the next
◮ One sentence to the next
Plenty of help available on Internet
Uday Khedker IIT Bombay
CSI Convention 09 Research: Elements of Writing 22/26
Writing a Good Sentence
• Write short sentences
Uday Khedker IIT Bombay
CSI Convention 09 Research: Elements of Writing 22/26
Writing a Good Sentence
• Write short sentences
• Be precise
◮ “The problem stated above is difficult”
Difficult for whom? NP-complete? Believed by you? Believed by
others? Proved by someone?
Uday Khedker IIT Bombay
CSI Convention 09 Research: Elements of Writing 22/26
Writing a Good Sentence
• Write short sentences
• Be precise
◮ “The problem stated above is difficult”
Difficult for whom? NP-complete? Believed by you? Believed by
others? Proved by someone?
• Avoid unnecessary words in a sentence
◮ “This is a subject which is liked by people”
“This subject is liked by people”
◮ “The logger program notes the fact that the event has happened”
“The logger notes the event”
Uday Khedker IIT Bombay
CSI Convention 09 Research: Elements of Writing 22/26
Writing a Good Sentence
• Write short sentences
• Be precise
◮ “The problem stated above is difficult”
Difficult for whom? NP-complete? Believed by you? Believed by
others? Proved by someone?
• Avoid unnecessary words in a sentence
◮ “This is a subject which is liked by people”
“This subject is liked by people”
◮ “The logger program notes the fact that the event has happened”
“The logger notes the event”
• Convert nouns to verbs
◮ “His verticality changed to horizontality”
“He fell down”
◮ “This paragraph provides a conclusion of the description”
“This paragraph concludes the description”
Uday Khedker IIT Bombay
Part 5
Conclusions
CSI Convention 09 Research: Conclusions 23/26
Conclusions
Writing good papers is important for your research
• For your own understanding
• For communicating your ideas to others
• For getting feedback from others
Uday Khedker IIT Bombay
CSI Convention 09 Research: Conclusions 24/26
Conclusions
On good writing
• Writing helps you understand your ideas better
• Write, read, revise. Repeat as long as you can
• Writing is a creative process and a big source of satisfaction
• Writing is an art
◮ Rules are not absolute
◮ Break rules if you must, but understand why it is necessary
• How to be a good writer? Read a lot
◮ Best resource: “Elements of Style” by Strunk and White
◮ Plenty of help available on Internet
Uday Khedker IIT Bombay
CSI Convention 09 Research: Conclusions 25/26
Acknowledgements
• Anonymous referees of our own papers
• Discussions with colleague
• Numerous tips available on Internet
• Talk by Abhiram Ranade
Uday Khedker IIT Bombay
CSI Convention 09 Research: Conclusions 26/26
Last But Not the Least
Thank You!
Contacting me :
• uday@cse.iitb.ac.in
• http://www.cse.iitb.ac.in/~uday
Uday Khedker IIT Bombay

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Writing a good_paper_by-prof_uday_khedkar_4474e0788a50ce8309dbb24cb118c818

  • 1. How to Write a Good Paper? Uday Khedker (www.cse.iitb.ac.in/˜uday) Department of Computer Science and Engineering, Indian Institute of Technology, Bombay October 2009
  • 2. CSI Convention 09 Research: Outline 1/26 Outline • Introduction: The form and the contents • Contents of a paper ◮ The core content: What is research? ◮ Structuring the core content for accessibility • Detailed structure of a paper • Elements of writing • Conclusions Uday Khedker IIT Bombay
  • 3. CSI Convention 09 Research: Outline 2/26 Focus of This Talk • Significant distinction between ◮ How to write a good paper? ◮ How does a good paper look like? • Process of writing Vs. Product of writing Uday Khedker IIT Bombay
  • 4. CSI Convention 09 Research: Outline 2/26 Focus of This Talk • Significant distinction between ◮ How to write a good paper? ◮ How does a good paper look like? • Process of writing Vs. Product of writing • We focus on the product rather than focus • Assumptions: ◮ Process is goal oriented. Once goals are clear, process is clear ◮ Repeat: Write, read, review, refine, revise . . . Uday Khedker IIT Bombay
  • 5. Part 1 Core Contents of a Research Paper
  • 6. CSI Convention 09 Research: Core Contents of a Research Paper 3/26 What is a Research Paper? Does a research paper describe • A software? • Design of a software? • A piece of hardware? • A theorem? • A proof? • Empirical measurements? • . . . Uday Khedker IIT Bombay
  • 7. CSI Convention 09 Research: Core Contents of a Research Paper 3/26 What is a Research Paper? Does a research paper describe • A software? • Design of a software? • A piece of hardware? • A theorem? • A proof? • Empirical measurements? • . . . A research paper describes an idea! Uday Khedker IIT Bombay
  • 8. CSI Convention 09 Research: Core Contents of a Research Paper 4/26 What is a Research Paper? • Cannot be a complete description of work (process/product/modelling/reasoning/postulate/evidence) Must omit many details • Should describe a logically complete idea Or a collection of logically complete related ideas • Must embody a running theme that forms the essence of an idea • This theme must be explicated in the paper Uday Khedker IIT Bombay
  • 9. CSI Convention 09 Research: Core Contents of a Research Paper 4/26 What is a Research Paper? • Cannot be a complete description of work (process/product/modelling/reasoning/postulate/evidence) Must omit many details • Should describe a logically complete idea Or a collection of logically complete related ideas • Must embody a running theme that forms the essence of an idea • This theme must be explicated in the paper Right choice of form and content is important Uday Khedker IIT Bombay
  • 10. CSI Convention 09 Research: Core Contents of a Research Paper 5/26 What is Research Paper? Net information content of your paper ∆ = Information in your paper − Relevant Information in references Uday Khedker IIT Bombay
  • 11. CSI Convention 09 Research: Core Contents of a Research Paper 5/26 What is Research Paper? Net information content of your paper ∆ = Information in your paper − Relevant Information in references ∆ > 0 ∆ = 0 ∆ < 0 Uday Khedker IIT Bombay
  • 12. CSI Convention 09 Research: Core Contents of a Research Paper 5/26 What is Research Paper? Net information content of your paper ∆ = Information in your paper − Relevant Information in references ∆ > 0 Your paper makes research contributions ∆ = 0 ∆ < 0 Uday Khedker IIT Bombay
  • 13. CSI Convention 09 Research: Core Contents of a Research Paper 5/26 What is Research Paper? Net information content of your paper ∆ = Information in your paper − Relevant Information in references ∆ > 0 Your paper makes research contributions ∆ = 0 Your paper is a survey paper ∆ < 0 Uday Khedker IIT Bombay
  • 14. CSI Convention 09 Research: Core Contents of a Research Paper 5/26 What is Research Paper? Net information content of your paper ∆ = Information in your paper − Relevant Information in references ∆ > 0 Your paper makes research contributions ∆ = 0 Your paper is a survey paper ∆ < 0 Why do you want to write a paper? Uday Khedker IIT Bombay
  • 15. CSI Convention 09 Research: Core Contents of a Research Paper 6/26 Ingredients of Good Research • Innovation Uday Khedker IIT Bombay
  • 16. CSI Convention 09 Research: Core Contents of a Research Paper 6/26 Ingredients of Good Research • Innovation • Aesthetics Uday Khedker IIT Bombay
  • 17. CSI Convention 09 Research: Core Contents of a Research Paper 6/26 Ingredients of Good Research • Innovation • Aesthetics • Other important aspects : ◮ Completeness ◮ Rigour ◮ Empirical demonstration ◮ Effective communication Uday Khedker IIT Bombay
  • 18. CSI Convention 09 Research: Core Contents of a Research Paper 7/26 Ingredients of Good Survey • Have you identified all key ideas? Uday Khedker IIT Bombay
  • 19. CSI Convention 09 Research: Core Contents of a Research Paper 7/26 Ingredients of Good Survey • Have you identified all key ideas? • Have you distilled the essence of key ideas? ◮ Why are they important? ◮ Why should they be considered key ideas? Uday Khedker IIT Bombay
  • 20. CSI Convention 09 Research: Core Contents of a Research Paper 7/26 Ingredients of Good Survey • Have you identified all key ideas? • Have you distilled the essence of key ideas? ◮ Why are they important? ◮ Why should they be considered key ideas? • Have you illustrated key ideas? ◮ New examples ◮ New pictures ◮ New applications ◮ Better explanations Uday Khedker IIT Bombay
  • 21. CSI Convention 09 Research: Core Contents of a Research Paper 8/26 Aesthetics • Total is greater than the sum of the parts “Scientists study science not because it is useful, but because it is beautiful. Here I do not talk about the beauty of appearance or beauty of qualities . . . Here I talk about that profound beauty which comes from a harmonious order of parts . . . ” – Henry Poincare. • Example : Painting. Proportion of colours Vs. their arrangements Uday Khedker IIT Bombay
  • 22. Part 2 Structuring the Core Contents for Accessibility
  • 23. CSI Convention 09 Research: Structuring the Core Contents 9/26 Intuition and Rigour in a Paper • Ideas should be presented at two levels: ◮ Intuition − Distilling the idea to its essence − Emphasizing the most important aspects (ignoring some details) − Using representative examples (even if all aspects are not illustrated) ◮ Rigour − Plugging all the holes through formalism or reasoning − Presenting convincing empirical evidence • Description of ideas at these two levels should be interleaved Uday Khedker IIT Bombay
  • 24. CSI Convention 09 Research: Structuring the Core Contents 10/26 Presenting Evolution of Ideas • Evolution in discovery is different from evolution in presentation • Evolution in presentation ◮ Perspective ◮ Problem Definition ◮ Key Ideas ◮ Key contributions ◮ Development of the key ideas ◮ Conclusions Uday Khedker IIT Bombay
  • 25. CSI Convention 09 Research: Structuring the Core Contents 10/26 Presenting Evolution of Ideas • Evolution in discovery is different from evolution in presentation • Evolution in presentation ◮ Perspective Motivation, Background, Challenges ◮ Problem Definition ◮ Key Ideas ◮ Key contributions ◮ Development of the key ideas ◮ Conclusions Uday Khedker IIT Bombay
  • 26. CSI Convention 09 Research: Structuring the Core Contents 10/26 Presenting Evolution of Ideas • Evolution in discovery is different from evolution in presentation • Evolution in presentation ◮ Perspective Motivation, Background, Challenges ◮ Problem Definition Why is this an important problem? ◮ Key Ideas ◮ Key contributions ◮ Development of the key ideas ◮ Conclusions Uday Khedker IIT Bombay
  • 27. CSI Convention 09 Research: Structuring the Core Contents 10/26 Presenting Evolution of Ideas • Evolution in discovery is different from evolution in presentation • Evolution in presentation ◮ Perspective Motivation, Background, Challenges ◮ Problem Definition Why is this an important problem? ◮ Key Ideas Basis of the hope of a solution, Approach of the solution, ◮ Key contributions ◮ Development of the key ideas ◮ Conclusions Uday Khedker IIT Bombay
  • 28. CSI Convention 09 Research: Structuring the Core Contents 10/26 Presenting Evolution of Ideas • Evolution in discovery is different from evolution in presentation • Evolution in presentation ◮ Perspective Motivation, Background, Challenges ◮ Problem Definition Why is this an important problem? ◮ Key Ideas Basis of the hope of a solution, Approach of the solution, ◮ Key contributions Your claim to fame ◮ Development of the key ideas ◮ Conclusions Uday Khedker IIT Bombay
  • 29. CSI Convention 09 Research: Structuring the Core Contents 10/26 Presenting Evolution of Ideas • Evolution in discovery is different from evolution in presentation • Evolution in presentation ◮ Perspective Motivation, Background, Challenges ◮ Problem Definition Why is this an important problem? ◮ Key Ideas Basis of the hope of a solution, Approach of the solution, ◮ Key contributions Your claim to fame ◮ Development of the key ideas You have succeeded if readers reach here! ◮ Conclusions Uday Khedker IIT Bombay
  • 30. CSI Convention 09 Research: Structuring the Core Contents 10/26 Presenting Evolution of Ideas • Evolution in discovery is different from evolution in presentation • Evolution in presentation ◮ Perspective Motivation, Background, Challenges ◮ Problem Definition Why is this an important problem? ◮ Key Ideas Basis of the hope of a solution, Approach of the solution, ◮ Key contributions Your claim to fame ◮ Development of the key ideas You have succeeded if readers reach here! ◮ Conclusions Honest analysis of work done, The Moral of the story Uday Khedker IIT Bombay
  • 31. Part 3 The Structure of a Paper
  • 32. CSI Convention 09 Research: The Structure of a Paper 11/26 The Structure of a Paper • Title • Abstract • Introduction, Motivation • Background, Related work • Main Contents • Results, Conclusions • Future Work • References Uday Khedker IIT Bombay
  • 33. CSI Convention 09 Research: The Structure of a Paper 12/26 How to Write a Good Title? • Should be precise and inviting Uday Khedker IIT Bombay
  • 34. CSI Convention 09 Research: The Structure of a Paper 12/26 How to Write a Good Title? • Should be precise and inviting • Examples of bad titles ◮ A Software ◮ A theorem and its proof ◮ Wireless networks ◮ Partial redundancy elimination in presence of critical edges for practical imperative programs with recursion and large number of functions and calls through function pointers Uday Khedker IIT Bombay
  • 35. CSI Convention 09 Research: The Structure of a Paper 12/26 How to Write a Good Title? • Should be precise and inviting • Examples of bad titles ◮ A Software ◮ A theorem and its proof ◮ Wireless networks ◮ Partial redundancy elimination in presence of critical edges for practical imperative programs with recursion and large number of functions and calls through function pointers • Possible good titles ◮ A software based control system for . . . ◮ On XYZ theorem ◮ Reducing congestion in wireless networks ◮ Partial redundancy elimination in extreme situations Uday Khedker IIT Bombay
  • 36. CSI Convention 09 Research: The Structure of a Paper 13/26 How to Write a Good Abstract • Should be a succinct and stand alone description ◮ Reading the rest of the paper should not be necessary to get the gist ◮ Self-containment only at a high level of description Uday Khedker IIT Bombay
  • 37. CSI Convention 09 Research: The Structure of a Paper 13/26 How to Write a Good Abstract • Should be a succinct and stand alone description ◮ Reading the rest of the paper should not be necessary to get the gist ◮ Self-containment only at a high level of description • An abstract is neither a summary nor an outline of the paper Uday Khedker IIT Bombay
  • 38. CSI Convention 09 Research: The Structure of a Paper 13/26 How to Write a Good Abstract • Should be a succinct and stand alone description ◮ Reading the rest of the paper should not be necessary to get the gist ◮ Self-containment only at a high level of description • An abstract is neither a summary nor an outline of the paper • A checklist: Motivation, problem statement, approach, results, conclusions Uday Khedker IIT Bombay
  • 39. CSI Convention 09 Research: The Structure of a Paper 13/26 How to Write a Good Abstract • Should be a succinct and stand alone description ◮ Reading the rest of the paper should not be necessary to get the gist ◮ Self-containment only at a high level of description • An abstract is neither a summary nor an outline of the paper • A checklist: Motivation, problem statement, approach, results, conclusions • Common mistakes ◮ Too verbose ◮ Too long ◮ Too short ◮ Omitting essential details Uday Khedker IIT Bombay
  • 40. CSI Convention 09 Research: The Structure of a Paper 14/26 How About this Abstract? “We worked in Computer Science. We proved some theorems. Some were big, some were small. Big theorems had big proof, small theorems had small proofs. We tried to connect the proofs to the theorems. Sometimes we succeeded, sometimes we didn’t. By then, the time for submission had arrived, so we submitted the paper . . . ” M. Leunen and R. Lipton. “How to Have Your Abstract Rejected”. Uday Khedker IIT Bombay
  • 41. CSI Convention 09 Research: The Structure of a Paper 15/26 How to Write a Good Introduction? What does a good introduction contain? Uday Khedker IIT Bombay
  • 42. CSI Convention 09 Research: The Structure of a Paper 15/26 How to Write a Good Introduction? What does a good introduction contain? • More details of motivation and problem statement ◮ From general to specific ◮ Supported by concrete examples, puzzles, mysteries, ◮ Contextualizing the problem Uday Khedker IIT Bombay
  • 43. CSI Convention 09 Research: The Structure of a Paper 15/26 How to Write a Good Introduction? What does a good introduction contain? • More details of motivation and problem statement ◮ From general to specific ◮ Supported by concrete examples, puzzles, mysteries, ◮ Contextualizing the problem • Importance of the problem ◮ Significance of the outcome, ◮ Intellectual challenge, other difficulties Why would simple approaches not work? Uday Khedker IIT Bombay
  • 44. CSI Convention 09 Research: The Structure of a Paper 15/26 How to Write a Good Introduction? What does a good introduction contain? • More details of motivation and problem statement ◮ From general to specific ◮ Supported by concrete examples, puzzles, mysteries, ◮ Contextualizing the problem • Importance of the problem ◮ Significance of the outcome, ◮ Intellectual challenge, other difficulties Why would simple approaches not work? • Overview of proposed approach ◮ A sketch of main proof, algorithm, key idea ◮ Novelty of the proposed approach Uday Khedker IIT Bombay
  • 45. CSI Convention 09 Research: The Structure of a Paper 15/26 How to Write a Good Introduction? What does a good introduction contain? • More details of motivation and problem statement ◮ From general to specific ◮ Supported by concrete examples, puzzles, mysteries, ◮ Contextualizing the problem • Importance of the problem ◮ Significance of the outcome, ◮ Intellectual challenge, other difficulties Why would simple approaches not work? • Overview of proposed approach ◮ A sketch of main proof, algorithm, key idea ◮ Novelty of the proposed approach • Outline of the paper Uday Khedker IIT Bombay
  • 46. CSI Convention 09 Research: The Structure of a Paper 16/26 How to Write a Good Introduction? Why is a good introduction important? • First chance of making first impression Writing style, overall quality, analytical skills, confidence in ideas Uday Khedker IIT Bombay
  • 47. CSI Convention 09 Research: The Structure of a Paper 16/26 How to Write a Good Introduction? Why is a good introduction important? • First chance of making first impression Writing style, overall quality, analytical skills, confidence in ideas • Last chance of making the reader want to read your paper in details Uday Khedker IIT Bombay
  • 48. CSI Convention 09 Research: The Structure of a Paper 17/26 How to Describe Background and Related Work? • Not just what? but also why?, why not?, how?, how else? etc. ◮ Not just a list of summaries ◮ Analysis, comparison, strengths, limitations • Organized by ideas rather than by references Uday Khedker IIT Bombay
  • 49. CSI Convention 09 Research: The Structure of a Paper 18/26 Main Contents Important questions are answered • Questions: Problem, Theorem, . . . • Answers: Algorithm/Protocol/Formulation, Proof, Counter example . . . • Type of contribution: Beauty, utility, or both • Use formalism but don’t hide ideas behind notation Introduce notation, terminologies only where required Uday Khedker IIT Bombay
  • 50. CSI Convention 09 Research: The Structure of a Paper 19/26 How to Write Conclusions? • Not a just summary Uday Khedker IIT Bombay
  • 51. CSI Convention 09 Research: The Structure of a Paper 19/26 How to Write Conclusions? • Not a just summary • Different from abstract and introduction Uday Khedker IIT Bombay
  • 52. CSI Convention 09 Research: The Structure of a Paper 19/26 How to Write Conclusions? • Not a just summary • Different from abstract and introduction • Represents the moral of the story ◮ A high level description of the significance of ideas, what they could further lead to Last chance to highlight importance ◮ Analysis of strength and limitations ◮ What the readers should remember after they have forgotten the details Uday Khedker IIT Bombay
  • 53. CSI Convention 09 Research: The Structure of a Paper 19/26 How to Write Conclusions? • Not a just summary • Different from abstract and introduction • Represents the moral of the story ◮ A high level description of the significance of ideas, what they could further lead to Last chance to highlight importance ◮ Analysis of strength and limitations ◮ What the readers should remember after they have forgotten the details • Brings back the general level ◮ Abstract → Introduction → Details: Journey from general to specific ◮ Details → Conclusions: Return journey from specific to general Uday Khedker IIT Bombay
  • 54. CSI Convention 09 Research: The Structure of a Paper 20/26 How to Write References? • Reference or Bibliography? ◮ References: List of sources that you actually cite in your paper ◮ Bibliography: List of all related publications • Each item in the list must have at least the following fields: Title, Author(s), Journal/Proceedings, Publisher, Year • URLs don’t have a publication date, hence say when accessed it last • Follow the style specified by the publisher Uday Khedker IIT Bombay
  • 56. CSI Convention 09 Research: Elements of Writing 21/26 Elements of Writing • Be careful about the language: Grammar, sentence formations, spellings, punctuation etc. • Each paragraph should represent a specific idea • Smooth transition from ◮ One paragraph to the next ◮ One sentence to the next Plenty of help available on Internet Uday Khedker IIT Bombay
  • 57. CSI Convention 09 Research: Elements of Writing 22/26 Writing a Good Sentence • Write short sentences Uday Khedker IIT Bombay
  • 58. CSI Convention 09 Research: Elements of Writing 22/26 Writing a Good Sentence • Write short sentences • Be precise ◮ “The problem stated above is difficult” Difficult for whom? NP-complete? Believed by you? Believed by others? Proved by someone? Uday Khedker IIT Bombay
  • 59. CSI Convention 09 Research: Elements of Writing 22/26 Writing a Good Sentence • Write short sentences • Be precise ◮ “The problem stated above is difficult” Difficult for whom? NP-complete? Believed by you? Believed by others? Proved by someone? • Avoid unnecessary words in a sentence ◮ “This is a subject which is liked by people” “This subject is liked by people” ◮ “The logger program notes the fact that the event has happened” “The logger notes the event” Uday Khedker IIT Bombay
  • 60. CSI Convention 09 Research: Elements of Writing 22/26 Writing a Good Sentence • Write short sentences • Be precise ◮ “The problem stated above is difficult” Difficult for whom? NP-complete? Believed by you? Believed by others? Proved by someone? • Avoid unnecessary words in a sentence ◮ “This is a subject which is liked by people” “This subject is liked by people” ◮ “The logger program notes the fact that the event has happened” “The logger notes the event” • Convert nouns to verbs ◮ “His verticality changed to horizontality” “He fell down” ◮ “This paragraph provides a conclusion of the description” “This paragraph concludes the description” Uday Khedker IIT Bombay
  • 62. CSI Convention 09 Research: Conclusions 23/26 Conclusions Writing good papers is important for your research • For your own understanding • For communicating your ideas to others • For getting feedback from others Uday Khedker IIT Bombay
  • 63. CSI Convention 09 Research: Conclusions 24/26 Conclusions On good writing • Writing helps you understand your ideas better • Write, read, revise. Repeat as long as you can • Writing is a creative process and a big source of satisfaction • Writing is an art ◮ Rules are not absolute ◮ Break rules if you must, but understand why it is necessary • How to be a good writer? Read a lot ◮ Best resource: “Elements of Style” by Strunk and White ◮ Plenty of help available on Internet Uday Khedker IIT Bombay
  • 64. CSI Convention 09 Research: Conclusions 25/26 Acknowledgements • Anonymous referees of our own papers • Discussions with colleague • Numerous tips available on Internet • Talk by Abhiram Ranade Uday Khedker IIT Bombay
  • 65. CSI Convention 09 Research: Conclusions 26/26 Last But Not the Least Thank You! Contacting me : • uday@cse.iitb.ac.in • http://www.cse.iitb.ac.in/~uday Uday Khedker IIT Bombay