how to write research paper
TRANSCRIPT
Research Writing
Manish Godse, Ph.D.
2
Disclaimer
This presentation is purely for academic purpose and does not carry any
commercial value.
All images used in this presentation are property of respective image holders.
Images are used only for indicative purpose and does not carry any other
meaning.
Research 3
What
Why
How
What is Engineering ? 4
Engineers identify a problem, and come up with a solution – often creating
something completely new in the process.
Traditionally, engineering is about infrastructure. Engineers were known to create bridges and vehicles that got us from A to B faster more efficiently. Now engineering is
acknowledged as a discipline that opens up opportunities and creates technology and products that help make our lives easier.
Engineers are shaping the future by applying their skills to almost everything you can think of, from medicine to renewable energy, food technologies to sustainable mining.
There really is no limit to what engineers can do.
Reference: http://www.engineering.unsw.edu.au/what-is-engineering
What is Research ? 5
Solve a Problem.
Do Engineering.
We do research everyday.
But our eyes are closed hence we could not notice it.
Girls Boys
Example Research Problem
Problem: Top 5 Discussion Topics of Teenagers
Girls Boys
Example Research Problem
Problem: Top 5 Discussion Topics of Teenagers
Increase Focus of Problem: Consider only Teenager Girls
Top 5 Discussion Topics of Teenager Girls
1 2 3
4 5
Method to Solve Problem 9
Problem: Top 5 Discussion Topics of Teenager Girls
Steps to solve problem:
Identify all possible topics
Conduct survey
Analyses survey responses
What is outcome?
Top 5 Discussion Topics of Teenager Girls
Study Food Fashion
Relationship Gossip
Top 5 Discussion Topics of Teenager Girls
Study Food Fashion
Relationship Gossip 1 2
3 4 5
Research 12
What
Why
How
Who am I ? 13
I may be any one of these
Expert, Thought Leader,
Researcher
I may be more than one.
I may be all.
I can see future challenges and emerging trends in testing.
I have innovative ideas to influence business and community.
I have in-depth knowledge and skill in particular area.
E.g. Knowledge of Machine Learning
Who am I ? 14
I know the problems, which need to addressed.
I can systematically analyze the problem and find out the most
appropriate solution.
Expert
Thought Leader
Researcher
Knowledge and IT Industry 15
IT industry is knowledge based business.
IT project/product development is a team work.
One has to collaborate within team/organization/outside-organization to complete task/solve problems/write cases etc.
In this process knowledge is generated.
Knowledge: Share & publish 16
Knowledge should be shared.
Publish How to share?
Publish 17
Fallacy about Research…
You need a fantastic idea to write a research paper.
Greatest ideas are worthless if you keep them to yourself.
Spread your idea and get feedback, do research and publish.
Publish-in … 18
Research Papers
Research Books Magazine Article
Case studies
Thought Paper, Point of view
White Papers Blogs, Wikis
Text Books
Level 1 Publication
Level 2 Publication
Level 3 Publication
Research 19
What
Why
How
What is detailed study? Systematic investigation of study of materials
Conduct Experiments, Collect Data, Simulation, Interviews, Case Studies,
Modeling and …
Analysis and reporting
Definition A detailed study of a subject in order to discover (new) information or reach a (new)
understanding.
Cambridge Dictionaries Online, © Cambridge University Press 2003
What is Research?
Method for Problem Solving
Gather information and Study of research material
Think of possible solutions; Choose the best solution
Implement solution; Gather experimental data
Evaluate results and make necessary changes
Repeat necessary steps.
Solution Problem
Research Path?
Start End
Journey - Idea to Research Paper 22
Idea Do research Write research
paper
Idea Write
working paper
Do
research
Write research
paper
Clear focus Crystallizes
understanding Opens ways for
discussions
Preferred approach when conclusions are to be published
General Approach to Research 23
Identify problem/idea: Rationale behind why this problem is important; Is it a open
problem? survey of available solutions to the problem?
Support the problem with theory (Literature study)
Study and identify/decide the method to solve the problem.
Develop solution/ alternative solution
Do Experiments, Simulations, collection of Data etc.
Validation of solution
24
Research Methods & Results
Research Methods 25
Controlled experiments
Case studies
Survey research
Ethnographic
Action research
Mixed-methods approach
Reference: www.cs.toronto.edu/~sme/papers/2007/SelectingEmpiricalMethods.pdf
Research Methods (1/3) 26
Case Studies Selection of cases is crucial.
Case studies are used for investigation, experiments, confirmation of theories
Controlled Experiments Experiments are conducted in controlled manner to reduce complexity.
Few factors/variables of interest/critical are allowed to vary while keeping other controlled/constant.
One has to be very careful while selecting critical variables, otherwise generalization of results will not be possible.
Reference: www.cs.toronto.edu/~sme/papers/2007/SelectingEmpiricalMethods.pdf http://valwriting.com/blog/research-papers/the-different-types-of-research-paper%E2%80%A6
Research Methods (2/3) 27
Ethnographic How designer community is adopting UML.
How technical communities build a culture of practices and communication strategies that enable them to perform technical work collaboratively.
Survey Questionnaire or Structured interview
Select of representative sample from well defined population.
Analysis of data to generalize/answer base-rate questions
Reference: www.cs.toronto.edu/~sme/papers/2007/SelectingEmpiricalMethods.pdf http://valwriting.com/blog/research-papers/the-different-types-of-research-paper%E2%80%A6
Research Methods (3/3) 28
Mixed Method Approach Methods discussed earlier are combined depending upon the problem
Action Research Implement, observe, modify
Cyclic process
Reference: www.cs.toronto.edu/~sme/papers/2007/SelectingEmpiricalMethods.pdf http://valwriting.com/blog/research-papers/the-different-types-of-research-paper%E2%80%A6
Research Results & Examples (1/2) 29
Research result Example
Procedure or
Technique
New or better way to do some task such as design, implementation,
maintenance, measurement, evaluation, selection from alternatives
Use technique to implement, represent, management and analysis
Technique should be operational, not advise or guideline, but a procedure
Qualitative or
Descriptive Model
Structure or taxonomy for a problem area; architectural style, framework, or
design pattern.
Non-formal domain analysis, well-grounded checklist, well-argued informal
generalization, guidance for integrating other results, well-organized
interesting observations
Empirical Model Empirical model based on observed data
Reference: Mary Shaw, "Writing good software engineering research paper", Proceeding of the 25th International Conference on Software Engineering, IEEE, Computer Society, 2003, pp. 726-736 http://www.cs.cmu.edu/~Compose/shaw-icse03.pdf
Research Results & Examples (2/2) 30
Research result Example
Analytic/ Mathematical
Model Structural model that permits formal analysis
Tool or Notation Implemented tool that embodied a technique
Specific Solution,
Prototype, Judgment
Solution to application problem that shows application of software
engineering – may be design, prototype, or full implementation; careful
analysis of a system or its development, result of a specific analysis,
evaluation, or comparison
Report Interesting observations, rules of thumb, but not sufficiently general or
systematic to raise to level of a descriptive model
Reference: Mary Shaw, "Writing good software engineering research paper", Proceeding of the 25th International Conference on Software Engineering, IEEE, Computer Society, 2003, pp. 726-736 http://www.cs.cmu.edu/~Compose/shaw-icse03.pdf
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Research Writing
What is Research Writing ? 32
Is it synonymous to
End-to-end Story Writing ?
Bollywood Movies - Earning Clubs 33
250 crore club Dhoom 3 PK Bajrangi Bhaijaan
200 crore club Kick Chennai Express 3 Idiots
100 crore club Krrish 3 Yeh Jawaani Hai Deewani Dabangg Bodyguard
What is your observation ?
Have these movies done
something different?
How ? Movie Story Writing 34
Idea Background Plot Climax Resolution Message
Think you are writing
a movie story.
Story and Research Paper Writing 35
Research
Idea Background Plot Climax Resolution Message
Research Paper
Idea/Problem Background Experimentation Result Validation Conclusion
Contribution to body of
knowledge/theory
Important Points for Research Paper 36
Results and Validation of
solutions/results
Problem, Solution,
Experiments/Data Collection
Useful to academicians as
well as business
Publish in Journals and Conference of Repute
Research Questions 37
Reference: Mary Shaw, "Writing good software engineering research paper", Proceeding of the 25th International Conference on Software Engineering, IEEE, Computer Society, 2003, pp. 726-736 http://www.cs.cmu.edu/~Compose/shaw-icse03.pdf
1. What is problem and your contribution solve the problem ?
2. What is your result?
3. Why reader should believe in your result?
Following questions has to be answered in research paper.
What is Your Contribution? 38
What question did you answer?
Why should the reader care?
What larger question does this address?
What is contribution to Industry, body of knowledge & society?
Reference: Mary Shaw, "Writing good software engineering research paper", Proceeding of the 25th International Conference on Software Engineering, IEEE, Computer Society, 2003, pp. 726-736 http://www.cs.cmu.edu/~Compose/shaw-icse03.pdf
What is New Result ? 39
What new knowledge have you contributed that the reader can use elsewhere?
What previous work do you build on? What do you provide superior alternative to?
How is your result different from and better than this prior work?
What precisely and in details, is your new result?
Reference: Mary Shaw, "Writing good software engineering research paper", Proceeding of the 25th International Conference on Software Engineering, IEEE, Computer Society, 2003, pp. 726-736 http://www.cs.cmu.edu/~Compose/shaw-icse03.pdf
Why Should Reader Believe Your Results ? 40
What standard should be used to evaluate your claim?
Which metrics are used to evaluate results?
What concrete evidence shows that your result satisfies your claim?
Reference: Mary Shaw, "Writing good software engineering research paper", Proceeding of the 25th International Conference on Software Engineering, IEEE, Computer Society, 2003, pp. 726-736 http://www.cs.cmu.edu/~Compose/shaw-icse03.pdf
General Structure of Research Paper 41
Abstract Problem and solution
Short paragraph
Introduction Background of problem
Necessity to solve the problem
Problem Definition
Contribution of work
Literature Review Earlier research work done in the same
area and gap analysis to show that your are not repeating the work
Body Detailed Problem
Methodology used
Solution/experiment Details
Validation of solution/results
Discussion and Conclusion Discussion of result and show that your
results are better.
Conclusion
References List all the references used during the
research, provide appropriate credit
Reference: lemire.me/blog/rules-to-write-a-good-research-paper
Abstract 42
What is Abstract?
The abstract is a summary of the entire
paper and hence should be written at the
end.
Abstract contains the purpose of the
study - hypothesis, overall question,
research objective , brief of the
experiment, Important conclusions
What should Abstract Contain?
The abstracts to address 4 questions
State the problem
Explain why the problem need to be
solved
Explain how your solution solved the
problem
Explain what follows your solution.
Introduction 43
What is Introduction?
Your introductions should not exceed one
page (double spaced, typed).
The purpose of an introduction is to
acquaint the reader with the
rationale behind the work, with the
intention of defending it. It places your
work in a theoretical context, and
enables the reader to understand and
appreciate your objectives.
What should Introduction Contain?
Describe the problem
State your contribution (all
contributions of your research)
This section should create an entice the
reader to read it fully
Literature Review 44
What is Literature Review?
A literature review is a text of a scholarly
paper, which includes the current
knowledge including substantive findings,
as well as theoretical and methodological
contributions to a particular topic.
Evaluate all necessary knowledge areas
about problem and solution and do
critical analysis.
What should Literature Review Contain?
Analysis of current knowledge about
problem, methodology, solution
and results.
IEEE Xplore Digital Library (ieeexplore.ieee.org)
Springer Verlag (springer.com)
Elsevier (sciencedirect.com)
ACM Digital Library (dl.acm.org)
Body 45
What is Body?
This is your work on problem.
Key concept has to be kept in this section
as concise as you possibly can.
Reader will want to read this material
selectively. The reader may only be
interested in one formula or part of a
procedure.
What should Body Contain?
Describe the hypothesis, methodology,
solution, experiments, data gathered,
analysis, benchmarking, validation and
comparison with earlier published results
Attach data and supporting evidences
about your claims in Appendix
Conclusion 46
What is Conclusion?
Conclusion is summary of your findings
The purpose of a results section is to
present and illustrate your findings.
Make this section a completely objective
report of the results, and use all
interpretation for the discussion.
What should Conclusion Contain?
Summarize your findings in text
Provide a context, such as by describing the
question that was addressed by making a
particular observation
Describe results of control experiments and
include observations that are not presented
in a formal figure or table, if appropriate
Analyze your data, then prepare the
analyzed (converted) data in the form of a
figure(graph), table, or in text form.
References 47
What is Reference?
References is the list of all the literature
used for the paper
Note:
Giving credit to others does not diminish the
credit you get from your paper
Failing to give credit to others can kill your
paper
Warmly acknowledge people who have
helped you
What should References Contain?
List all literature cited in your paper, in
alphabetical order, by first author.
Use style suggested by publisher.
Common styles are Harvard and IEEE
Be cautious about using web sites as
references - anyone can put just about
anything on a web site, and you have no
sure way of knowing if it is truth or
fiction.
48
Different Types of Papers
Different Types of Papers (1/2) 49
Analytical Paper
Contains multiple points of views
Author analyzes all the points and draws a conclusion
Argumentative Paper Contain arguments and personal points of view and solution by the writer
Contains the two sides of a controversial issue
Author needs to be unbiased and neutral
Compare and Contrast Paper Contains two works of the same nature
Discuss about the PROS and CONS of the two works
Always based on Literature and Balanced comparison essential
Reference: http://valwriting.com/blog/research-papers/the-different-types-of-research-paper%E2%80%A6
Different Types of Papers (2/2) 50
Subject-based Paper
Papers based on a particular subject
Mostly written by students as assignments
Reports Contain data about multiple professional fields
These are professional type of research papers
Frequency based Annual, quarterly, monthly etc.
Cause and Effect Paper Talk about the probable reason (cause) and the expected outcome or result
(effect).
Useful in the field of business and education
Reference: http://valwriting.com/blog/research-papers/the-different-types-of-research-paper%E2%80%A6
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Things to Avoid
52
Ok. I hope you liked the cartoons. Now tell what is wrong with using this? These images are property of Times of India, and its unlawful use may lead to copyright violation.
Things to avoid 53
Things to Avoid 54
Copyright Violation
Copyright is the exclusive right granted to the author or creator of an original work, including the right to copy, distribute and adapt the work.
Original works of authorship includes literary, dramatic, musical, artistic, and certain other intellectual works.
Plagiarism
Using someone else's ideas or phrasing and representing those ideas or phrasing as our own, either, is a serious offense known as plagiarism.
written or spoken material from whole papers and paragraphs to sentences phrases — but it also includes statistics, lab results, art work, etc.
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Publication Process
Where can I publish? 56
Journal
IEEE
ACM
Springer
Elsevier
Conferences: International and National
IEEE - Conferences & Events
Scientific Conference Index (https://index.conferencesites.eu)
Conference Alerts: Academic conferences worldwide
Information about the primer conferences where one can publish papers is available at http://webdocs.cs.ualberta.ca/~zaiane/htmldocs/ConfRanking.html#2
Publication process 57
Content Acquisition Pre-Production
Process Production Process Distribution
Call For Papers (CFP)
Abstract
Abstract Review Selection
Full Paper Full Paper
Review and Selection
Workshop / Conference
Short listing of Papers For SB
Author Rewrites Copy Editing
Layout and content proofing
IP Audit
Author Signoff Printing
Distribution
Start
End
Final Words 58
researcher mind…
THE PROBLEM
THE SOLUTION
VALIDATE RESULTS
PUBLISH
Disclaimer
This presentation is purely for academic purpose and does not carry any commercial value.
All images used in this presentation are property of respective image holders. Images are used
only for indicative purpose and does not carry any other meaning.