Good Research Strategy Personal Perspective
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Transcript of Good Research Strategy Personal Perspective
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RESEARCH STRATEGIES for Beginners
Dr. Muhammad Khurram KhanCenter of Excellence in Information AssuranceKing Saud UniversityKingdom of Saudi ArabiaEmail: [email protected]: www.coeia.edu.sa
15, March, 2009
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Outline
Research: What ?
Research Process
Research Cases Needs for a Researcher
Confusion in Research and Idea Making
Daily Life of a Researcher
Generating a Research Topic Credible and Famous Research Publishers
Typical Contents of a Research Paper
Questions While Reading a Research Paper
Qualities of a Good Researcher
Literature Search in the IEEEXplore Digital Library
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Research: What ?
Research = Re (repeat) + search
Much of the research has been built upon existing works,
therefore a thorough understanding of those is the basis Too many smart people in each area, so if an idea seems to
be too good to be true, it likely is => rethink that again
Each idea needs iterations: what is it? why has it not beendone? what is the logical connection with the existing
approaches?
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The Research Process
Research as an idealized linear process:
Identify research topic
Define research problem Determine how to conduct research
Collect research data
Analyze and interpret research data
Propose a solution (Discovery)
Write dissertation/report
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The Research Process
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Research Cases
There are basically four cases of research works:
New problem and new solution (breakthrough)
New problem and old solution Old problem and new solution
Old problem and old solution
Case I comes rarely, perhaps something you could only wish,once a life-time experience Shannon’s theory
Cases II and III are the ones that you should target for Security in MANETs
Case IV is where you can start Plenty of out there under the category of “Yet another paper on … “
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Logical thinking, after all we are in the engineering world
Develop basic skills:
You should know number theory in order to understandcryptography. You must know information theory forcommunication research
The ability to learn
Life long learning process, especially in CS&E
Abstraction. Take a problem, you have to know:
What is/are the fundamental problem(s)
What have been done, why?
What are seemingly undoable?
Understand your strength and weakness and interest10
Needs for a Researcher
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I have learnt all the mathematics, and I am loaded with:
Discrete algorithms, partial differential equations, number
theory, probabilistic modeling, information theory, etc. I still don’t have a clue what to do in research!!!
Where in the world is research topic?
I have read all papers out there from journals andconferences
Can I do research now?
There is no way you can cope with all of them
Majority of the published work could be junk for you, andcan cause brain damage and can be misleading. How to
search useful and relevant material??? Where to search???
Confusion in Research!!!
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Ideas in most cases come from the deep understandingof a subject, and possess of broad knowledge
This is not a technical training, i.e., this is not aboutsolving differential equations or calculus, for example!
This is about relating them to real world problems
This is about providing new insight beyond known
This is about your creativity! Observations around you!
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Where Do Ideas Come From?
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Daily Life of a Researcher
Reading
Thinking
Discussion
Simulations
Writing
Presenting
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Generating a Research Topic
From advisors, students, collaborators
Brainstorming with colleagues
Survey/Tutorial papers Listen to research talks
Teach a course/Give a talk: forced to understand thedetails and think hard to prepare for tough questions
Hot emerging fields that could lead to many publicationsor easier funding
…
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Good Research Topics
Should be of interest to both you and your advisor The work could lead to a well defined set of results
Work on the significant parts
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Some Credible Research Publishers
IEEE (US)-Institute of Electrical and Electronics Engineers &IET -Institution of Engineering & Technology (UK): The mostprestigious and the biggest EE society
Elsevier Science (The Netherlands): The most prestigiousand the biggest publisher (2094 journals)
Springer-Verlag (Germany) (1700 journals) SPIE (US)-The International Society for Optical Engineering ACM (US) – The Association for Computing Machinery World Scientific (Singapore): WorldSciNet (101 journals) IEICE (Japan) – The Institute of Electronics, Information &
Communication Engineers OUP (UK) John Wiley & Sons (UK): (400+ journals)
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Typical Contents of a Research Paper
Title
Best representation of the paper: contributions and
unique features Abstract
Summary in a few hundred words
Try to entice reader
Indicate why your work is new, better
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Introduction
Motivations and problem descriptions
Academic impact and importance Literature reviews
Show the state-of-the-art (classic papers)
Cite references available to general public
Avoid offensive remarks Do not cite too many web references
Summary of the major contributions of the paper
Organization of the paper
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Typical Contents of a Research Paper
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Problem Descriptions or Theory Definitions of all notation for variables, symbols, etc.
Mathematical equations Methodology
Main ideas to solve the problem Theorems and proofs Descriptions of the approach or algorithm
Performance analysis (Security Analysis) Unique features of the method
Results of Experiment
Description of the experiments
Presentation of the results: tables, figures, etc.20
Typical Contents of a Research Paper
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Conclusions
Summary of your findings (not a repeat of abstract)
Concluding remarks, hint on future work Acknowledgment
Acknowledge the supported fund
Thank individuals, if they helped you!
References List references in appropriate format
Have recent references if possible
Give complete information
List appropriate numbers of references
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Typical Contents of a Research Paper
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Questions While Reading a Research Paper
What are the motivations for this work?
People Problem
Benefits in quality of life i.e. save time/ increased security Technical Problem
Why new technical or engineering solution is needed?
What is the proposed solution?
Why this solution is better than previous? How solution is achieved (designed or implemented)?
What is the evaluation of proposed solution?
What benefits or problems are identified?
Are they convincing?
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