Research Methodology Rabi Mahapatra Texas A&M University (Taken from IUCEE slides of PM) Agenda Research Definition Types of Research How to Read a Paper? Research approaches Conference and Journal publications Writing Technical Papers Conclusion 2 What is Research? Art of investigation of new and innovative idea in any branch of studies Search for knowledge through objective and systematic method of finding solution to a problem. Formulate hypothesis, analyzing data, deriving, experimenting, suggest solutions, deducting new conclusions. 3 Research Needs A culture that continually quests for innovation An attitude of dedication, perseverance and hard work Motivation to stay active without following any schedule or time sensing approaches Should not be pursued for glorification. 4 Motivation To attain higher level of understanding on fundamental concepts on the field of your studies To enjoy challenges of solving unsolved problems, Provide long-lasting contributions towards the advancement of mankind and society Intellectual satisfaction for one’s creative work Financial benefits and respect 5 Disclaimer! Research can not be taught There is no “one size fits all” model Research dictates its own pace and direction and not to be imposed upon. Continuous nourishment is essential 6 Types of Research Descriptive: Surveys, comparative and correlation method Analytical: to make critical evaluation of information Applied: address practical problems and solutions for near-term benefits Fundamental: theory for generalization Quantitative: numerical results to validate any claim 7 Types of research Contd. Qualitative: comparative development of enhancing the usage of patterns and experiences Conceptual: Abstract ideas or theories Empirical: Relies in experience and observations 8 How to Read a paper? Quick Review/Scan To determine if you need to read this paper further Read with Care To grasp the contents and summarize the main thrust Detailed Reading Fully understand the paper Helps in identifying ideas for further work 9 Quick Scan Read title and introduction Skim the sections/subsections/headings Read conclusion Glance over the references Try to answer the following: context, contributions and clarity 10 Detailed Reading Read the whole paper but with non-uniform emphasis Identify relevance to your topic Think and ask questions Scribble important points, thoughts Identify papers from reference list for further reading list Learn good presentation and reading list 11 Important Task! Defining and scoping out the research problem Identify: What is specific goal of your problem? Why you want to pursue (motivation)? How do you intend to do it? How does it fit into your overall research goal? 12 Basic Steps Research Steps: Problem formulation – Solution Efforts – Dissemination Efforts on problem formulations may guide to solutions Also, opens avenues for other avenues Dissemination (presentation in writing) of research is vital for recognition and further use by the community 13 Discomfort Zone Comfort zone inhibits innovations and creativity Step out from comfort zone and walk into discomfort zone Learn to build bridges and avenues between various comfort and discomfort zones 14 Low-hanging and highhanging Forest and Trees! Low-hanging: Easy efforts and typically found in new areas High-hanging: Hard to work, usually seen late in to well investigated topics/areas. Would be very rewarding. 15 Critical Suggestions Methods are tools Use them; don't let them use you. Think on a clean slate To think outside of the box, you need to step outside the box too Question yourself About why you are doing, what you are doing Motivate your problems and evaluate your solutions 16 More Suggestions Could start with incremental efforts left undone in prior studies; follow through until completion Explore the abstractions of simple problems that hinders or impacts usage of technology Applications could be the drivers of your thoughts Can you make the current state better? It is always rewarding to scope out new problem definitions – try hard! 17 Basic Approach Abstraction of the thoughts provides a guided approach Simplicity should be always the quest Start with the simplest approach and tune it as you dive deeper; complexities added as and when needed Keep enriching and exploring new concepts Write in parallel with your work Every now and then, check if you are not getting lost in the forest 18 Cross-area approaches Can the concepts and methods used in one area be adopted to solve a problem in a completely different area? Ant colonies Biological evolutions Game theories Social networks Putting things together from multiple areas 19 Faculty-Faculty Work Environment Work with colleagues with complimentary expertise Realize that the workload does not have to be shared evenly Share the credits and be upfront about the contributions and respective credits Different level of engagements and contribution can be played in multiple efforts Senior faculty should provide valuable mentorship to junior faculty 20 Conferences and Journals Publishers Reputations Professional Societies Stay away from private self‐serving one Quality and Metrics – Impact factors– Citations – Accessibility to researchers Electronic Versions / Web‐based 21 Publishing a Paper Focus on quality rather than quantity Impact of your research Do not wait till the completion of your work to start writing Choose appropriate venue Quality of writing is important Research presentations are excellent opportunities 22 Writing Research Paper 23 General comments 24 Types of Paper Types: Survey papers Original Research and Contributions Survey papers Do not cut‐shake‐paste Have a theme and carry on that Focused on motivations, issues, and challenges 25 Research Paper Details Statement of the problem Proposed solutions Be precise, provide motivation, significance, and applications Algorithm System design and development Evaluation (performance, reliability, security, etc) Theory Results and inferences Sufficient details for validation Novel aspects, Significance, limitations, and impact 26 Paper Organization I 27 Organization: Introduction 28 Organization III 29 Organization: Final words 30 Preparing your slides 31 Conclusion Enjoy the fun part of research Struggle and unsuccessful are part of research Satisfaction, flexibility and thinking beyond normal ideas are very rewarding 32