SlideShare a Scribd company logo
A
Presentation
on
“Review on Research Problem: Problem finding,
Literature Survey”
Submitted to : Submitted By:
Dr. Neeraj Tiwari Rajendra singh
Professor- Department of SET 2019PUSETPHD00754)
Research Problem: Problem
finding, Literature Survey,
Publishing / Patenting
• Problem solving versus problem finding
• Formulation of a problem
• Types and attributes of research problems
• Sources of research problems
• Literature survey
• Papers and patents
Finding a problem
• is harder but more essential than solving it
• is as much a student’s responsibility as that of the guide.
A problem must spring from a researcher’s mind like a
plant springing from its own seed.
Research Problem: Problem Solving vs
Problem Finding
Students are used to well-defined problems having a single solution. They are
uncomfortable with ill-defined problems.
A just-found problem is ill-defined. Its formulation as a well-defined
problem is an iterative process, which may get completed only after
thesis writing !!
Research Problem: Problem Solving vs
Problem Finding
Do not worry too much whether your problem is the best
one to study. Once you go deep, any problem becomes
interesting. The important thing is to get started.
Research Problem: Problem Finding
Problem finding is an autocatalytic reaction !
Research Problem: Getting Started
Ideas strike by chance, but only to a prepared mind
Only a prepared mind can follow a lead opened by an observation
which is too insignificant to attract the attention of a common man.
To prepare the mind, do the following cyclically
- Reading
- Implementing someone else's work
- Thinking (in partial ignorance)
Research Problem: Steps
in finding a problem
• Identify an area of interest
• Gather information looking for gaps
• Formulate a hypothesis
Research Problem:
Formulation of a hypothesis
General statement

Resolution of ambiguities

Thinking and rephrasing

Clear, concise, manageable statement
Research Problem:
Formulation of a hypothesis
Example 2
1. Average learners are less nervous because they are average.
2. Students possessing average intelligence are less nervous than others.
3. Students possessing average intelligence have fewer symptoms of
abnormal behavior than those having very high or very low intelligence.
Research Problem: Types of
Research Problems
 Theory building or modeling of experimental data
 Collecting experimental data to prove or disprove
a hypothesis
 Innovation or invention of a new device.
Research Problem: Attributes of
Research Problems
 Difficulty
 Value or usefulness
 Originality
 Is it interesting (does it deny
commonly held assumptions ?)
 Significance / impact (all the above and more)
 Cost / equipment / cooperation
 “Future work” sections in thesis and papers
 Interaction: discussion, answering doubts,
teaching, explaining
 Comparison of different approaches by some
objective measures of efficiency or accuracy
 Harmful simplifications or arbitrary choices in
a paper - try something different
 Derivation of simple closed-form solution
Research Problem: Sources of
Research Problems
 Identify all variables and alternatives of a situation
to see which have not been explored.
 Study existing systems / procedures and note what
they do badly at.
 Implement someone else's work yourself and see
the many problems out there to work on.
 Combine and reorganize existing knowledge
structures
Research Problem: Sources of
Research Problems
Research Problem:
LITERATURE SURVEY
• Why literature survey
• What to read
• How much to read
• How to read
• Note taking
• To know sufficiently enough to identify gaps and inconsistencies in an area.
• To know the views and interest of others in a topic.
• To know and establish contact with people who may be interested your
work.
• To know if others have already done what you want
to do.
• To integrate and compare various ideas on a topic.
• To get hints on how to tackle your problem.
Research Problem: Why
Literature Survey
Primary sources (new information)
• Journal papers
• Patents
• Research reports
• Conference proceedings
• Theses
Research Problem: What to read
Other sources (old information)
• Indexing and abstracting services
• Review articles, history of the problem
• Books
Research Problem: What to read
• Start with articles published recently and go back to about 5 years earlier.
• Read and think alternately. Don't spend eternity on literature survey, start
doing your own thinking early. One has to start in a state of partial
ignorance, and this has an advantage that you are free from prejudice
which suppresses new ways of doing things.
• Reading should continue throughout the research process
Research Problem: How much to
read
Research Problem: How to read
 Scan to get an overview.
 Read the title, abstract, conclusions, and the figures.
 Highlight anything that has attracted your attention.
Then read in detail.
 One can read word by word, line by line, paragraph by
paragraph, chapter by chapter, even book by book !!
Research Problem: Note Taking
 The purpose of notes is to try and keep information to
assist memory.
 Notes are memory maps. Branching notes with sketches,
remarks, key words etc. may be more effective than the
paragraph-wise compiled material.
 Notes are developed alongside the learning process, not
after the process.
 Leave liberal margins for future additions and remarks.
 Every new topic should start on a separate page.
 Notes must be updated by reading more and more.
 Notes taken for the same subject by different persons
may differ appreciably, because the subject-matter
understood by the note-taker is integrated with the
existing knowledge and then jotted down as sketchy
notes.
Research Problem: Note Taking
 Include all details of a publication, on which you are
taking notes, as succinctly as possible.
Research Problem: Note Taking
The Research Process
Steps
1. Identify a research problem broadly in a general area of
interest.
2. (a) Do background course work to acquire breadth.
(b) Review basic concepts and theories.
(c) Make a comprehensive review of relevant literature.
The Research Process (contd.)
3. Define the research problem of the thesis.
4. Formulate a hypothesis (if appropriate).
5. Plan the mode of execution. (Work could
be experimental or theoretical or both.)
6. Deliver a seminar talk.
The Research Process (contd.)
For experimental work :
7. Design and build experimental set-up.
8. Do preliminary testing to check set-up.
9. Collect data in a systematic manner by
varying the independent parameters.
The Research Process (contd.)
For theoretical work :
7. Model the situation and set up the
governing equations with constraints.
8. Solve the equations ( either analytically or
numerically).
9. Obtain results by systematically varying
the independent parameters.
Research Process: The Issue of
Plagiarism
Plagiarism – Using someone else’s research
work in the form of ideas, results or words
and passing it off as one’s own work by
not giving credit to the original work.
Plagiarism is unethical and incorrect, but is
widespread.
 To philosophers and thinkers, research may mean the
outlet for new ideas and insights;
 To scientists, research may mean more and more
innovations and discoveries;
 To Analysts and Intellectuals, research may mean the
generalizations of new theories;
 To literary men and women, research may mean the
development of new styles and creative work;
 To those students who are to write a master’s or Ph.D.
thesis, research may mean a careerism or a way to attain
a high position in the social structure;
 To some professionals in research methodology, research
may mean a source of livelihood.
Characteristics of research
 Research originates with a question or doubt.
 Research is a highly intellectual activity which is
not every body’s cup of tea.
 Research inculcates scientific, creative and
inductive thinking and promotes the
development of logical habits of thing among
human beings.
 All progress is born of research because
Research is directly proportional to Development
(R & D Concept).
Knowledge – The FOUNTAIN of
research
 Creation, Verification, Generation and Discovery of
Knowledge is the ultimate goal of Research process.
Knowledge perishes and sometimes becomes
obsolete. Research is the only tool by which we can
update and maintain our knowledge banks/resources.
Knowledge has been recognized as the key driving
force in the 21st century and India’s ability to emerge
as a globally competitive player will substantially
depend on its knowledge resources. To foster
generational change, a systemic transformation is
required that seeks to address the concerns of the
entire knowledge spectrum (National Knowledge
Commission).
HOW TO READ RESEARCH
1. Locate and read a few articles from within a field
you are comfortable with.
2. Read studies that are of interest to you.
3. Read the abstract first.
4. Identify the research question and objectives.
5. Why did the researcher(s) choose a particular
setting or sample?
6.What were the methods chosen to collect data?
7.What were the most important findings?
8. Do not be over-concerned with statistical
analysis.
9. Be critical but objective.
Assumption – you are familiar with topic
Pre-requisite to reading a technical research paper:
You are “somewhat” familiar with the broad idea
Else
Better to first become somewhat familiar
Read a textbook for fundamental concepts
Take a course
Go through tutorials
Read a survey / review paper
32
3+ stage approach to reading a research
paper
IIT Bombay 33
Stage 0
Get a “feel”
Stage 1
Get the
big picture
Stage 2
Get the details
Stage 3+
Synthesize the
details
Adapted from “How to read a CS/EE research paper”, Syed Ali Khayyam,
http://wisnet.seecs.nust.edu.pk/people/~khayam/pdf/lecture_research_paper_reading.pdf
Stage 3
Evaluate the
details
The Scientific Research Paper is a
Peculiar Piece of Writing
 Highly structured, almost predictable headings
 Every item in paper exists for a reason, nothing merely for
cosmetic reasons
 Each part connected with other parts
 sentence1  sentence 2, paragraph1 paragraph2,
section1 section2
 Sequence is important
 Figure  text
 Yet, space is highly constrained
34
Structure of a scientific research paper
Title
Abstract
Introduction
Background / Motivation
Contribution of paper
Related work
Problem definition (research questions)
Solution approach or outline
Scope / Assumptions / Limitations
Details of solution - experiment / system / model
Findings
Evaluation
Take-away from paper
References
35
Mini-Activity – 1 minute
Locate the following parts in the uploaded paper. Mark on paper
Title
Abstract
Introduction
Background / Motivation
Contribution of paper
Related work
Problem definition (research questions)
Scope / Assumptions / Limitations
Solution approach
Details of solution - experiment / system / model
Findings
Evaluation
Take-away from paper
References
Discuss your answers with your neighbour
36
How to get the big picture
Read :
Title
Abstract
Introduction
Conclusion
Go through
Section and sub-section headings
Look at
Figures
37
< 2 pages
How to get the big picture
Write answer to the following questions:
 What research area / sub-topic does the paper fall under?
 What problem does the paper attempt to solve?
 What is the motivation for this problem?
 Why is this paper needed – i.e. what is related work and why is it not sufficient
 What key contribution does the paper claim?
 Broadly, how does the paper solve the problem?
 How do the authors defend the solution?
 What category of paper is this?
Make notes while reading paper
In margins
Using highlighter
In separate notebook / file
38
Pair Activity – 10 minutes
On the paper (print-out or soft-copy), make notes to answer
the following questions. 1-3 lines for each question.
 What research area / sub-topic does the paper fall under?
 What problem does the paper attempt to solve?
 What is the motivation for this problem?
 What is related work and why is it not sufficient
 What key contribution does the paper claim?
 Broadly, how does the paper solve the problem?
 How do the authors defend the solution?
How to make notes while reading paper
Write in margins
Use underline (blue / red / green) or highlighter
Write in separate notebook / file
39
Stage 2: Get the details
What you are looking for Where to find it
What problem does the paper
attempt to solve?
Introduction, Problem
definition
What is related work? What are
gaps?
Introduction, Literature
Survey or Related Work
What contribution does the
paper claim – idea, technique,
proof, surprising result etc?
Introduction, Conclusion
How does the paper solve the
problem?
Solution, Experiment,
figures
How do the authors defend the
solution?
Methodology, Experiment,
Results
40
Stage 2: Get the details
What you are looking for Where to find it
What is the precise research
question addressed?
Introduction, Problem
definition
Why is it believed that solution
works, better than previous ?
Solution approach, figures
What are assumptions, scope? Problem defn, solution
approach
What are details of proposed
solution – argument, proof,
implementation, experiment?
Solution, System details,
Experiment, Methodology,
figures
What evidence is provided? Figures, Results
What is the take-away
message from the paper?
Overall
41
Stage 3: Evaluate the details
42
Is the research problem significant ?
Is the problem novel?
Is the solution approach novel ?
Are the contributions significant ? –
Is relevant related work surveyed “sufficiently” enough?
Have alternate approaches of solution been explored?
Are assumptions valid? Has paper violated assumptions?
Are the claims valid?
Are the different parts of the paper consistent?
Are the figures, graphs, diagrams precise?
Does the paper flow logically?
What is the paper trying to convince you of? Does it succeed
Stage 3+: Synthesize,
Ask Creative Questions
43
• What are some alternative approaches to address the research problem?
• Could there be a different way to substantiate the claim?
• Are their counter-examples or arguments against the paper’s claims?
• Are all assumptions identified and validated?
• How can the research results be improved?
• How can the results be generalized?
• What are the new ideas and open problems suggested by this work?
THANKS
 ANY QUERY

More Related Content

What's hot

Research problem
Research problemResearch problem
Research problem
Prem Saran Tirumalai
 
Research problem
Research problemResearch problem
Research problem
Thangamani Ramalingam
 
RESEARCH PROBLEM
RESEARCH PROBLEMRESEARCH PROBLEM
RESEARCH PROBLEM
MAHESWARI JAIKUMAR
 
Inteview by zewde alemayehu tilahun
Inteview by zewde alemayehu tilahunInteview by zewde alemayehu tilahun
Inteview by zewde alemayehu tilahun
zewde alemayehu
 
Research problem
Research problemResearch problem
Research problem
Mukut Deori
 
Focusing on the research problem
Focusing on the research problemFocusing on the research problem
Focusing on the research problemrodsazon
 
Research Problem
Research ProblemResearch Problem
Research Problem
Holy Angel University
 
Babitha's Note on Research Problem & Objectives
Babitha's Note on Research Problem & ObjectivesBabitha's Note on Research Problem & Objectives
Babitha's Note on Research Problem & Objectives
Babitha Devu
 
Research Methodology 2
Research Methodology 2Research Methodology 2
Research Methodology 2Siti Mastura
 
Formulating A Research Problem
Formulating A Research ProblemFormulating A Research Problem
Formulating A Research Problem
VICHET KEO
 
Problem Definition
Problem DefinitionProblem Definition
Problem Definition
ezzaatikah
 
Sources & criteria of selection
Sources & criteria of selectionSources & criteria of selection
Sources & criteria of selection
Arun Deva
 
Qualitative research problems
Qualitative research problemsQualitative research problems
Qualitative research problems
Sugeng Hariyanto
 
Research Problem
Research ProblemResearch Problem
Research Problem
Lucille Malig-on
 
Problem identification and its sources
Problem identification and its sourcesProblem identification and its sources
Problem identification and its sources
Mxize
 
Chapter 2 Identifying a Research Problem
Chapter 2 Identifying a Research ProblemChapter 2 Identifying a Research Problem
Chapter 2 Identifying a Research ProblemJairo Gomez
 
Review of related literature
Review of related literatureReview of related literature
Review of related literature
Thangamani Ramalingam
 
TSL3133 Topic 8 Data Collection Methods
TSL3133 Topic 8 Data Collection MethodsTSL3133 Topic 8 Data Collection Methods
TSL3133 Topic 8 Data Collection Methods
Yee Bee Choo
 
Major Types of Research
Major Types of ResearchMajor Types of Research
Major Types of Research
Tabi Khan
 

What's hot (20)

Research problem
Research problemResearch problem
Research problem
 
Research problem
Research problemResearch problem
Research problem
 
RESEARCH PROBLEM
RESEARCH PROBLEMRESEARCH PROBLEM
RESEARCH PROBLEM
 
Inteview by zewde alemayehu tilahun
Inteview by zewde alemayehu tilahunInteview by zewde alemayehu tilahun
Inteview by zewde alemayehu tilahun
 
Research problem
Research problemResearch problem
Research problem
 
Focusing on the research problem
Focusing on the research problemFocusing on the research problem
Focusing on the research problem
 
Research Problem
Research ProblemResearch Problem
Research Problem
 
Babitha's Note on Research Problem & Objectives
Babitha's Note on Research Problem & ObjectivesBabitha's Note on Research Problem & Objectives
Babitha's Note on Research Problem & Objectives
 
Research Methodology 2
Research Methodology 2Research Methodology 2
Research Methodology 2
 
Formulating A Research Problem
Formulating A Research ProblemFormulating A Research Problem
Formulating A Research Problem
 
Problem Definition
Problem DefinitionProblem Definition
Problem Definition
 
Sources & criteria of selection
Sources & criteria of selectionSources & criteria of selection
Sources & criteria of selection
 
Qualitative research problems
Qualitative research problemsQualitative research problems
Qualitative research problems
 
Research Problem
Research ProblemResearch Problem
Research Problem
 
Problem identification and its sources
Problem identification and its sourcesProblem identification and its sources
Problem identification and its sources
 
Chapter 2 Identifying a Research Problem
Chapter 2 Identifying a Research ProblemChapter 2 Identifying a Research Problem
Chapter 2 Identifying a Research Problem
 
Review of related literature
Review of related literatureReview of related literature
Review of related literature
 
TSL3133 Topic 8 Data Collection Methods
TSL3133 Topic 8 Data Collection MethodsTSL3133 Topic 8 Data Collection Methods
TSL3133 Topic 8 Data Collection Methods
 
P2 rev1
P2 rev1P2 rev1
P2 rev1
 
Major Types of Research
Major Types of ResearchMajor Types of Research
Major Types of Research
 

Similar to Review on research problem problem finding,

chapter 1 Course Overview.pptx
chapter 1 Course Overview.pptxchapter 1 Course Overview.pptx
chapter 1 Course Overview.pptx
YoniYoni7
 
Choosing research topic[1]
Choosing research topic[1]Choosing research topic[1]
Choosing research topic[1]
Bahauddin Zakariya University lahore
 
Literature gap identification gvk sharma-1
Literature gap identification   gvk   sharma-1Literature gap identification   gvk   sharma-1
Literature gap identification gvk sharma-1
Pooja Tripathi
 
محاضرة 1
محاضرة 1محاضرة 1
2-FE 657 - Research Methods II.ppt
2-FE 657 - Research Methods II.ppt2-FE 657 - Research Methods II.ppt
2-FE 657 - Research Methods II.ppt
TadesseMelesse2
 
Business Research Methods Notes.pdf
Business Research Methods Notes.pdfBusiness Research Methods Notes.pdf
Business Research Methods Notes.pdf
BilalAhmed717
 
Introduction to Thesis
Introduction to ThesisIntroduction to Thesis
Introduction to ThesisUltraman Taro
 
RMRW-Lecture-Department of Education M.Phil
RMRW-Lecture-Department of Education M.PhilRMRW-Lecture-Department of Education M.Phil
RMRW-Lecture-Department of Education M.Phil
FazalHayat12
 
The importance of knowing the history of your m
The importance of knowing the history of your mThe importance of knowing the history of your m
The importance of knowing the history of your m
researchcenterm
 
2. Forumlating Research Topic and Developing Research 1111.pptx
2. Forumlating Research Topic and Developing Research  1111.pptx2. Forumlating Research Topic and Developing Research  1111.pptx
2. Forumlating Research Topic and Developing Research 1111.pptx
HCCTAndTechnologycom
 
Writing for Publishing in Technology Enhanced Learning Research
Writing for Publishing in Technology Enhanced Learning ResearchWriting for Publishing in Technology Enhanced Learning Research
Writing for Publishing in Technology Enhanced Learning Research
Iain Doherty
 
CL7 Selection of Journals Module 4 RPE-Rijo TKMCE.pdf
CL7 Selection of Journals Module 4 RPE-Rijo TKMCE.pdfCL7 Selection of Journals Module 4 RPE-Rijo TKMCE.pdf
CL7 Selection of Journals Module 4 RPE-Rijo TKMCE.pdf
ssuserb76cdd
 
UNIT 6.pptx
UNIT 6.pptxUNIT 6.pptx
UNIT 6.pptx
sarasiby
 
MNS Lecture 1.pptx
MNS Lecture 1.pptxMNS Lecture 1.pptx
MNS Lecture 1.pptx
ShaistaRiaz4
 
Week 3 introduction to research writing
Week 3 introduction to research writingWeek 3 introduction to research writing
Week 3 introduction to research writing
Dr. Russell Rodrigo
 
Research Methodology UNIT 1.pptx
Research Methodology UNIT 1.pptxResearch Methodology UNIT 1.pptx
Research Methodology UNIT 1.pptx
PallawiBulakh1
 

Similar to Review on research problem problem finding, (20)

chapter 1 Course Overview.pptx
chapter 1 Course Overview.pptxchapter 1 Course Overview.pptx
chapter 1 Course Overview.pptx
 
Choosing research topic[1]
Choosing research topic[1]Choosing research topic[1]
Choosing research topic[1]
 
Chapter 4
Chapter 4Chapter 4
Chapter 4
 
Literature gap identification gvk sharma-1
Literature gap identification   gvk   sharma-1Literature gap identification   gvk   sharma-1
Literature gap identification gvk sharma-1
 
محاضرة 1
محاضرة 1محاضرة 1
محاضرة 1
 
2-FE 657 - Research Methods II.ppt
2-FE 657 - Research Methods II.ppt2-FE 657 - Research Methods II.ppt
2-FE 657 - Research Methods II.ppt
 
Business Research Methods Notes.pdf
Business Research Methods Notes.pdfBusiness Research Methods Notes.pdf
Business Research Methods Notes.pdf
 
Introduction to Thesis
Introduction to ThesisIntroduction to Thesis
Introduction to Thesis
 
RMRW-Lecture-Department of Education M.Phil
RMRW-Lecture-Department of Education M.PhilRMRW-Lecture-Department of Education M.Phil
RMRW-Lecture-Department of Education M.Phil
 
The importance of knowing the history of your m
The importance of knowing the history of your mThe importance of knowing the history of your m
The importance of knowing the history of your m
 
2. Forumlating Research Topic and Developing Research 1111.pptx
2. Forumlating Research Topic and Developing Research  1111.pptx2. Forumlating Research Topic and Developing Research  1111.pptx
2. Forumlating Research Topic and Developing Research 1111.pptx
 
Writing for Publishing in Technology Enhanced Learning Research
Writing for Publishing in Technology Enhanced Learning ResearchWriting for Publishing in Technology Enhanced Learning Research
Writing for Publishing in Technology Enhanced Learning Research
 
CL7 Selection of Journals Module 4 RPE-Rijo TKMCE.pdf
CL7 Selection of Journals Module 4 RPE-Rijo TKMCE.pdfCL7 Selection of Journals Module 4 RPE-Rijo TKMCE.pdf
CL7 Selection of Journals Module 4 RPE-Rijo TKMCE.pdf
 
UNIT 6.pptx
UNIT 6.pptxUNIT 6.pptx
UNIT 6.pptx
 
MNS Lecture 1.pptx
MNS Lecture 1.pptxMNS Lecture 1.pptx
MNS Lecture 1.pptx
 
Week 3 introduction to research writing
Week 3 introduction to research writingWeek 3 introduction to research writing
Week 3 introduction to research writing
 
Research Methodology UNIT 1.pptx
Research Methodology UNIT 1.pptxResearch Methodology UNIT 1.pptx
Research Methodology UNIT 1.pptx
 
How to read a scientific paper
How to read a scientific paperHow to read a scientific paper
How to read a scientific paper
 
Research
ResearchResearch
Research
 
Research
ResearchResearch
Research
 

Recently uploaded

Connector Corner: Automate dynamic content and events by pushing a button
Connector Corner: Automate dynamic content and events by pushing a buttonConnector Corner: Automate dynamic content and events by pushing a button
Connector Corner: Automate dynamic content and events by pushing a button
DianaGray10
 
UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3
DianaGray10
 
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
James Anderson
 
Search and Society: Reimagining Information Access for Radical Futures
Search and Society: Reimagining Information Access for Radical FuturesSearch and Society: Reimagining Information Access for Radical Futures
Search and Society: Reimagining Information Access for Radical Futures
Bhaskar Mitra
 
Knowledge engineering: from people to machines and back
Knowledge engineering: from people to machines and backKnowledge engineering: from people to machines and back
Knowledge engineering: from people to machines and back
Elena Simperl
 
Epistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI supportEpistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI support
Alan Dix
 
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Ramesh Iyer
 
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
Product School
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and Sales
Laura Byrne
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform Engineering
Jemma Hussein Allen
 
Accelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish CachingAccelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish Caching
Thijs Feryn
 
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMsTo Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
Paul Groth
 
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualitySoftware Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Inflectra
 
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
Product School
 
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
DanBrown980551
 
DevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA ConnectDevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA Connect
Kari Kakkonen
 
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Thierry Lestable
 
JMeter webinar - integration with InfluxDB and Grafana
JMeter webinar - integration with InfluxDB and GrafanaJMeter webinar - integration with InfluxDB and Grafana
JMeter webinar - integration with InfluxDB and Grafana
RTTS
 
How world-class product teams are winning in the AI era by CEO and Founder, P...
How world-class product teams are winning in the AI era by CEO and Founder, P...How world-class product teams are winning in the AI era by CEO and Founder, P...
How world-class product teams are winning in the AI era by CEO and Founder, P...
Product School
 
Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........
Alison B. Lowndes
 

Recently uploaded (20)

Connector Corner: Automate dynamic content and events by pushing a button
Connector Corner: Automate dynamic content and events by pushing a buttonConnector Corner: Automate dynamic content and events by pushing a button
Connector Corner: Automate dynamic content and events by pushing a button
 
UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3UiPath Test Automation using UiPath Test Suite series, part 3
UiPath Test Automation using UiPath Test Suite series, part 3
 
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
 
Search and Society: Reimagining Information Access for Radical Futures
Search and Society: Reimagining Information Access for Radical FuturesSearch and Society: Reimagining Information Access for Radical Futures
Search and Society: Reimagining Information Access for Radical Futures
 
Knowledge engineering: from people to machines and back
Knowledge engineering: from people to machines and backKnowledge engineering: from people to machines and back
Knowledge engineering: from people to machines and back
 
Epistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI supportEpistemic Interaction - tuning interfaces to provide information for AI support
Epistemic Interaction - tuning interfaces to provide information for AI support
 
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
 
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and Sales
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform Engineering
 
Accelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish CachingAccelerate your Kubernetes clusters with Varnish Caching
Accelerate your Kubernetes clusters with Varnish Caching
 
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMsTo Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
 
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualitySoftware Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
 
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
From Siloed Products to Connected Ecosystem: Building a Sustainable and Scala...
 
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...
 
DevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA ConnectDevOps and Testing slides at DASA Connect
DevOps and Testing slides at DASA Connect
 
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
Empowering NextGen Mobility via Large Action Model Infrastructure (LAMI): pav...
 
JMeter webinar - integration with InfluxDB and Grafana
JMeter webinar - integration with InfluxDB and GrafanaJMeter webinar - integration with InfluxDB and Grafana
JMeter webinar - integration with InfluxDB and Grafana
 
How world-class product teams are winning in the AI era by CEO and Founder, P...
How world-class product teams are winning in the AI era by CEO and Founder, P...How world-class product teams are winning in the AI era by CEO and Founder, P...
How world-class product teams are winning in the AI era by CEO and Founder, P...
 
Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........
 

Review on research problem problem finding,

  • 1. A Presentation on “Review on Research Problem: Problem finding, Literature Survey” Submitted to : Submitted By: Dr. Neeraj Tiwari Rajendra singh Professor- Department of SET 2019PUSETPHD00754)
  • 2. Research Problem: Problem finding, Literature Survey, Publishing / Patenting • Problem solving versus problem finding • Formulation of a problem • Types and attributes of research problems • Sources of research problems • Literature survey • Papers and patents
  • 3. Finding a problem • is harder but more essential than solving it • is as much a student’s responsibility as that of the guide. A problem must spring from a researcher’s mind like a plant springing from its own seed. Research Problem: Problem Solving vs Problem Finding Students are used to well-defined problems having a single solution. They are uncomfortable with ill-defined problems.
  • 4. A just-found problem is ill-defined. Its formulation as a well-defined problem is an iterative process, which may get completed only after thesis writing !! Research Problem: Problem Solving vs Problem Finding
  • 5. Do not worry too much whether your problem is the best one to study. Once you go deep, any problem becomes interesting. The important thing is to get started. Research Problem: Problem Finding Problem finding is an autocatalytic reaction !
  • 6. Research Problem: Getting Started Ideas strike by chance, but only to a prepared mind Only a prepared mind can follow a lead opened by an observation which is too insignificant to attract the attention of a common man. To prepare the mind, do the following cyclically - Reading - Implementing someone else's work - Thinking (in partial ignorance)
  • 7. Research Problem: Steps in finding a problem • Identify an area of interest • Gather information looking for gaps • Formulate a hypothesis
  • 8. Research Problem: Formulation of a hypothesis General statement  Resolution of ambiguities  Thinking and rephrasing  Clear, concise, manageable statement
  • 9. Research Problem: Formulation of a hypothesis Example 2 1. Average learners are less nervous because they are average. 2. Students possessing average intelligence are less nervous than others. 3. Students possessing average intelligence have fewer symptoms of abnormal behavior than those having very high or very low intelligence.
  • 10. Research Problem: Types of Research Problems  Theory building or modeling of experimental data  Collecting experimental data to prove or disprove a hypothesis  Innovation or invention of a new device.
  • 11. Research Problem: Attributes of Research Problems  Difficulty  Value or usefulness  Originality  Is it interesting (does it deny commonly held assumptions ?)  Significance / impact (all the above and more)  Cost / equipment / cooperation
  • 12.  “Future work” sections in thesis and papers  Interaction: discussion, answering doubts, teaching, explaining  Comparison of different approaches by some objective measures of efficiency or accuracy  Harmful simplifications or arbitrary choices in a paper - try something different  Derivation of simple closed-form solution Research Problem: Sources of Research Problems
  • 13.  Identify all variables and alternatives of a situation to see which have not been explored.  Study existing systems / procedures and note what they do badly at.  Implement someone else's work yourself and see the many problems out there to work on.  Combine and reorganize existing knowledge structures Research Problem: Sources of Research Problems
  • 14. Research Problem: LITERATURE SURVEY • Why literature survey • What to read • How much to read • How to read • Note taking
  • 15. • To know sufficiently enough to identify gaps and inconsistencies in an area. • To know the views and interest of others in a topic. • To know and establish contact with people who may be interested your work. • To know if others have already done what you want to do. • To integrate and compare various ideas on a topic. • To get hints on how to tackle your problem. Research Problem: Why Literature Survey
  • 16. Primary sources (new information) • Journal papers • Patents • Research reports • Conference proceedings • Theses Research Problem: What to read
  • 17. Other sources (old information) • Indexing and abstracting services • Review articles, history of the problem • Books Research Problem: What to read
  • 18. • Start with articles published recently and go back to about 5 years earlier. • Read and think alternately. Don't spend eternity on literature survey, start doing your own thinking early. One has to start in a state of partial ignorance, and this has an advantage that you are free from prejudice which suppresses new ways of doing things. • Reading should continue throughout the research process Research Problem: How much to read
  • 19. Research Problem: How to read  Scan to get an overview.  Read the title, abstract, conclusions, and the figures.  Highlight anything that has attracted your attention. Then read in detail.  One can read word by word, line by line, paragraph by paragraph, chapter by chapter, even book by book !!
  • 20. Research Problem: Note Taking  The purpose of notes is to try and keep information to assist memory.  Notes are memory maps. Branching notes with sketches, remarks, key words etc. may be more effective than the paragraph-wise compiled material.  Notes are developed alongside the learning process, not after the process.
  • 21.  Leave liberal margins for future additions and remarks.  Every new topic should start on a separate page.  Notes must be updated by reading more and more.  Notes taken for the same subject by different persons may differ appreciably, because the subject-matter understood by the note-taker is integrated with the existing knowledge and then jotted down as sketchy notes. Research Problem: Note Taking
  • 22.  Include all details of a publication, on which you are taking notes, as succinctly as possible. Research Problem: Note Taking
  • 23. The Research Process Steps 1. Identify a research problem broadly in a general area of interest. 2. (a) Do background course work to acquire breadth. (b) Review basic concepts and theories. (c) Make a comprehensive review of relevant literature.
  • 24. The Research Process (contd.) 3. Define the research problem of the thesis. 4. Formulate a hypothesis (if appropriate). 5. Plan the mode of execution. (Work could be experimental or theoretical or both.) 6. Deliver a seminar talk.
  • 25. The Research Process (contd.) For experimental work : 7. Design and build experimental set-up. 8. Do preliminary testing to check set-up. 9. Collect data in a systematic manner by varying the independent parameters.
  • 26. The Research Process (contd.) For theoretical work : 7. Model the situation and set up the governing equations with constraints. 8. Solve the equations ( either analytically or numerically). 9. Obtain results by systematically varying the independent parameters.
  • 27. Research Process: The Issue of Plagiarism Plagiarism – Using someone else’s research work in the form of ideas, results or words and passing it off as one’s own work by not giving credit to the original work. Plagiarism is unethical and incorrect, but is widespread.
  • 28.  To philosophers and thinkers, research may mean the outlet for new ideas and insights;  To scientists, research may mean more and more innovations and discoveries;  To Analysts and Intellectuals, research may mean the generalizations of new theories;  To literary men and women, research may mean the development of new styles and creative work;  To those students who are to write a master’s or Ph.D. thesis, research may mean a careerism or a way to attain a high position in the social structure;  To some professionals in research methodology, research may mean a source of livelihood.
  • 29. Characteristics of research  Research originates with a question or doubt.  Research is a highly intellectual activity which is not every body’s cup of tea.  Research inculcates scientific, creative and inductive thinking and promotes the development of logical habits of thing among human beings.  All progress is born of research because Research is directly proportional to Development (R & D Concept).
  • 30. Knowledge – The FOUNTAIN of research  Creation, Verification, Generation and Discovery of Knowledge is the ultimate goal of Research process. Knowledge perishes and sometimes becomes obsolete. Research is the only tool by which we can update and maintain our knowledge banks/resources. Knowledge has been recognized as the key driving force in the 21st century and India’s ability to emerge as a globally competitive player will substantially depend on its knowledge resources. To foster generational change, a systemic transformation is required that seeks to address the concerns of the entire knowledge spectrum (National Knowledge Commission).
  • 31. HOW TO READ RESEARCH 1. Locate and read a few articles from within a field you are comfortable with. 2. Read studies that are of interest to you. 3. Read the abstract first. 4. Identify the research question and objectives. 5. Why did the researcher(s) choose a particular setting or sample? 6.What were the methods chosen to collect data? 7.What were the most important findings? 8. Do not be over-concerned with statistical analysis. 9. Be critical but objective.
  • 32. Assumption – you are familiar with topic Pre-requisite to reading a technical research paper: You are “somewhat” familiar with the broad idea Else Better to first become somewhat familiar Read a textbook for fundamental concepts Take a course Go through tutorials Read a survey / review paper 32
  • 33. 3+ stage approach to reading a research paper IIT Bombay 33 Stage 0 Get a “feel” Stage 1 Get the big picture Stage 2 Get the details Stage 3+ Synthesize the details Adapted from “How to read a CS/EE research paper”, Syed Ali Khayyam, http://wisnet.seecs.nust.edu.pk/people/~khayam/pdf/lecture_research_paper_reading.pdf Stage 3 Evaluate the details
  • 34. The Scientific Research Paper is a Peculiar Piece of Writing  Highly structured, almost predictable headings  Every item in paper exists for a reason, nothing merely for cosmetic reasons  Each part connected with other parts  sentence1  sentence 2, paragraph1 paragraph2, section1 section2  Sequence is important  Figure  text  Yet, space is highly constrained 34
  • 35. Structure of a scientific research paper Title Abstract Introduction Background / Motivation Contribution of paper Related work Problem definition (research questions) Solution approach or outline Scope / Assumptions / Limitations Details of solution - experiment / system / model Findings Evaluation Take-away from paper References 35
  • 36. Mini-Activity – 1 minute Locate the following parts in the uploaded paper. Mark on paper Title Abstract Introduction Background / Motivation Contribution of paper Related work Problem definition (research questions) Scope / Assumptions / Limitations Solution approach Details of solution - experiment / system / model Findings Evaluation Take-away from paper References Discuss your answers with your neighbour 36
  • 37. How to get the big picture Read : Title Abstract Introduction Conclusion Go through Section and sub-section headings Look at Figures 37 < 2 pages
  • 38. How to get the big picture Write answer to the following questions:  What research area / sub-topic does the paper fall under?  What problem does the paper attempt to solve?  What is the motivation for this problem?  Why is this paper needed – i.e. what is related work and why is it not sufficient  What key contribution does the paper claim?  Broadly, how does the paper solve the problem?  How do the authors defend the solution?  What category of paper is this? Make notes while reading paper In margins Using highlighter In separate notebook / file 38
  • 39. Pair Activity – 10 minutes On the paper (print-out or soft-copy), make notes to answer the following questions. 1-3 lines for each question.  What research area / sub-topic does the paper fall under?  What problem does the paper attempt to solve?  What is the motivation for this problem?  What is related work and why is it not sufficient  What key contribution does the paper claim?  Broadly, how does the paper solve the problem?  How do the authors defend the solution? How to make notes while reading paper Write in margins Use underline (blue / red / green) or highlighter Write in separate notebook / file 39
  • 40. Stage 2: Get the details What you are looking for Where to find it What problem does the paper attempt to solve? Introduction, Problem definition What is related work? What are gaps? Introduction, Literature Survey or Related Work What contribution does the paper claim – idea, technique, proof, surprising result etc? Introduction, Conclusion How does the paper solve the problem? Solution, Experiment, figures How do the authors defend the solution? Methodology, Experiment, Results 40
  • 41. Stage 2: Get the details What you are looking for Where to find it What is the precise research question addressed? Introduction, Problem definition Why is it believed that solution works, better than previous ? Solution approach, figures What are assumptions, scope? Problem defn, solution approach What are details of proposed solution – argument, proof, implementation, experiment? Solution, System details, Experiment, Methodology, figures What evidence is provided? Figures, Results What is the take-away message from the paper? Overall 41
  • 42. Stage 3: Evaluate the details 42 Is the research problem significant ? Is the problem novel? Is the solution approach novel ? Are the contributions significant ? – Is relevant related work surveyed “sufficiently” enough? Have alternate approaches of solution been explored? Are assumptions valid? Has paper violated assumptions? Are the claims valid? Are the different parts of the paper consistent? Are the figures, graphs, diagrams precise? Does the paper flow logically? What is the paper trying to convince you of? Does it succeed
  • 43. Stage 3+: Synthesize, Ask Creative Questions 43 • What are some alternative approaches to address the research problem? • Could there be a different way to substantiate the claim? • Are their counter-examples or arguments against the paper’s claims? • Are all assumptions identified and validated? • How can the research results be improved? • How can the results be generalized? • What are the new ideas and open problems suggested by this work?