A step by step guide for the benefits of the research aspirants. The best practices to follow while planning to do your PhD or a market research for a product
Theories in Empirical Software EngineeringDaniel Mendez
Slides from the International Advanced School on Empirical Software Engineering 2015, held as part of the Empirical Software Engineering International Week in Beijing. The slides are posted with the permission of the main organiser Roel Wieringa.
Selecting Empirical Methods for Software EngineeringDaniel Cukier
Presentation on how to write good Master and PhD dissertations.
Empirical Methods, Software Engineering, science, computer science, software, methods, positivism, epistemology, onthology, construtivism, critical theory, pragmatism, case study, research action, ethnography
Theories in Empirical Software EngineeringDaniel Mendez
Slides from the International Advanced School on Empirical Software Engineering 2015, held as part of the Empirical Software Engineering International Week in Beijing. The slides are posted with the permission of the main organiser Roel Wieringa.
Selecting Empirical Methods for Software EngineeringDaniel Cukier
Presentation on how to write good Master and PhD dissertations.
Empirical Methods, Software Engineering, science, computer science, software, methods, positivism, epistemology, onthology, construtivism, critical theory, pragmatism, case study, research action, ethnography
140904 presentation cathelijn waaijer sti 2014 slideshareCWaaijer
Presentation by Cathelijn Waaijer at the 2014 Science and Technology Indicators conference in Leiden, on the influence of career prospects on the job choice of PhDs.
Researcher KnowHow session presented by Carrol Gamble, Anna Kearney and Paula Williamson, Department of Health Data Science. University of Liverpool and Trials Methodology Research Partnership.
Recent PhD Research Topic Ideas For Computer Science Engineering 2020PhD Assistance
Recent PhD Research Topic Ideas For Computer Science Engineering 2020 - PhD Assistance - http://bit.ly/2Pwmudf
Depiction of container-based clouds for allocation of resources using GA with dual chromosome.
A Cloud Robotic Network Energy Sensitive Computing Offloading strategy built using Genetic algorithm
A stable strategy for the deployment of containers using GA to protect against Cloud Attacks by Co-Residents
Read More : http://bit.ly/2NobDQb
#phdresearchtopicsmanagement
#phdresearchtopics
#phdresearchtopicscommerce
#phdresearchtopicseconomics
#phdresearchtopicsgeography
#howchoosephdresearchtopic
#phdresearchtopicslaw
#phdresearchtopicsfinance
For Any Queries : Website: www.phdassistance.com
Phd Research Lab : www.research.phdassistance.com
Email: info@phdassistance.com
Phone : +91-4448137070
Research Skills Session 10: Improve a Research Paper QualityNader Ale Ebrahim
In this workshop, Dr. Nader introduces some tools for improving a research paper quality from his Research Tools Mind Map. The Research Tools enable researchers to follow the correct path in research and to ultimately produce high-quality research outputs with more accuracy and efficiency. Besides introducing some tools, he emphasize on ten techniques such as: Collaborate with excellent researchers, Choose a good research team, Focus on quality instead of quantity, Use recent and relevant references, Avoid obvious errors, Don’t forget story telling style, Write clearly, concisely and smartly, Read your paper several times, Target the top journals, and Follow patterns of well-written papers in your field, for improving a research paper quality.
Answering Binary Causal Questions: A Transfer Learning Based ApproachHumayun Kayesh
The slides of our latest conference paper "Answering Binary Causal Questions: A Transfer Learning Based Approach" presented at The International Joint Conference on Neural Networks (IJCNN) 2020 on 24 July 2020.
Peer review: much discussed, much covered, much maligned, but what do researchers really think of the system at the heart of scholarly research? Is it as broken as we are sometimes led to believe? How much of a discrepancy is there between expectation and reality? How do views differ between authors, editors and reviewers? Or across the disciplines – humanities, social sciences, science and medicine?
Building on previous research by the Publishing Research Consortium and Sense about Science, Taylor & Francis conducted a global survey and focus groups in 2015 with authors, reviewers and editors around the world. This webinar will present a snapshot of the findings, particularly focusing on views on the purpose of peer review, perceptions on ethical issues, opinions on different models of review, and on the ‘mechanics’ of the system.
Planning and managing a research are vital part of your PhD journey. At the beginning of the research, it seems “there is infinite time to handle the research”. But, when students reach to the dead line, they may discover that many things should be done. Students should know, What do I want from my PhD?, and What should I do now/next?. In this workshop, Dr. Nader use some Research Tools for managing and planning a research. The Research Tools enable researchers to follow the correct path in research and to ultimately produce high-quality research outputs with more accuracy and efficiency.
Workshop IEEE na USP – Como aumentar o impacto de suas pesquisas e publicaçõesSIBiUSP
Workshop IEEE na USP – Como aumentar o impacto de suas pesquisas e publicações foi realizado dia 05 de junho de 2018 na no Auditório da Engenharia Elétrica da Escola Politécnica da USP. O evento foi promovido pelo Sistema Integrado de Bibliotecas da USP - SIBiUSP, a Divisão de Biblioteca da Escola Politécnica da USP e a Biblioteca do IME USP em parceria com a EBSCO e teve como objetivo apresentar dicas sobre como publicar com o IEEE para aumentar a visibilidade, a atividade de pesquisa e a reputação dos pesquisadores em nível internacional. Ministrante: Paul Canning.
A talk to beginning graduate students, Part 2.
This is about the fundamentals of knowledge, understanding and science, promoting the scientific method and Karl Popper's views. The remainder outlines the practice of a thesis work, from hypothesis through proposal onwards... And I shamelessly mock pyramidology and related fields...
Research Methodology | Dr G S Javed | King ConsultantsJaved G S, PhD
Research Methodology allows you to streamline your search for a a new solution. It allows you to narrow down to a finite number of choices to solve your problem.
Lecture 1-Introduction to labour market skills (1).pptxShorooqSuleiman1
Introduction to labor market skills in Biology like : Define evidence-based medicine (EBM).
Explain the reasons for practicing EBM.
List the steps for practicing EBM.
Formulate background and foreground questions to be answered by EBM.
Detail the levels of scientific evidence in health care.
Use resources for EBM: pre-appraised evidence (Up-to-date, DynaMed, etc…) or search engines (PubMed, Medline, Google, Google Scholar).
Describe how science and practice of health care is moving forward from basic research to practice (translational science).
Define IT and IoT.
Identify the criteria needed to use IoT in health care.
Describe how technology, basic science and research has changed the job market.
Describe how technology, basic science and research has changed the job market.
Define “Big Data” and how it is collected.
Recognize the advantages and disadvantages of large data collection.
Identify the uses of IoT in medical education.
Describe the uses of IoT in virtual lab and surgical simulation.
140904 presentation cathelijn waaijer sti 2014 slideshareCWaaijer
Presentation by Cathelijn Waaijer at the 2014 Science and Technology Indicators conference in Leiden, on the influence of career prospects on the job choice of PhDs.
Researcher KnowHow session presented by Carrol Gamble, Anna Kearney and Paula Williamson, Department of Health Data Science. University of Liverpool and Trials Methodology Research Partnership.
Recent PhD Research Topic Ideas For Computer Science Engineering 2020PhD Assistance
Recent PhD Research Topic Ideas For Computer Science Engineering 2020 - PhD Assistance - http://bit.ly/2Pwmudf
Depiction of container-based clouds for allocation of resources using GA with dual chromosome.
A Cloud Robotic Network Energy Sensitive Computing Offloading strategy built using Genetic algorithm
A stable strategy for the deployment of containers using GA to protect against Cloud Attacks by Co-Residents
Read More : http://bit.ly/2NobDQb
#phdresearchtopicsmanagement
#phdresearchtopics
#phdresearchtopicscommerce
#phdresearchtopicseconomics
#phdresearchtopicsgeography
#howchoosephdresearchtopic
#phdresearchtopicslaw
#phdresearchtopicsfinance
For Any Queries : Website: www.phdassistance.com
Phd Research Lab : www.research.phdassistance.com
Email: info@phdassistance.com
Phone : +91-4448137070
Research Skills Session 10: Improve a Research Paper QualityNader Ale Ebrahim
In this workshop, Dr. Nader introduces some tools for improving a research paper quality from his Research Tools Mind Map. The Research Tools enable researchers to follow the correct path in research and to ultimately produce high-quality research outputs with more accuracy and efficiency. Besides introducing some tools, he emphasize on ten techniques such as: Collaborate with excellent researchers, Choose a good research team, Focus on quality instead of quantity, Use recent and relevant references, Avoid obvious errors, Don’t forget story telling style, Write clearly, concisely and smartly, Read your paper several times, Target the top journals, and Follow patterns of well-written papers in your field, for improving a research paper quality.
Answering Binary Causal Questions: A Transfer Learning Based ApproachHumayun Kayesh
The slides of our latest conference paper "Answering Binary Causal Questions: A Transfer Learning Based Approach" presented at The International Joint Conference on Neural Networks (IJCNN) 2020 on 24 July 2020.
Peer review: much discussed, much covered, much maligned, but what do researchers really think of the system at the heart of scholarly research? Is it as broken as we are sometimes led to believe? How much of a discrepancy is there between expectation and reality? How do views differ between authors, editors and reviewers? Or across the disciplines – humanities, social sciences, science and medicine?
Building on previous research by the Publishing Research Consortium and Sense about Science, Taylor & Francis conducted a global survey and focus groups in 2015 with authors, reviewers and editors around the world. This webinar will present a snapshot of the findings, particularly focusing on views on the purpose of peer review, perceptions on ethical issues, opinions on different models of review, and on the ‘mechanics’ of the system.
Planning and managing a research are vital part of your PhD journey. At the beginning of the research, it seems “there is infinite time to handle the research”. But, when students reach to the dead line, they may discover that many things should be done. Students should know, What do I want from my PhD?, and What should I do now/next?. In this workshop, Dr. Nader use some Research Tools for managing and planning a research. The Research Tools enable researchers to follow the correct path in research and to ultimately produce high-quality research outputs with more accuracy and efficiency.
Workshop IEEE na USP – Como aumentar o impacto de suas pesquisas e publicaçõesSIBiUSP
Workshop IEEE na USP – Como aumentar o impacto de suas pesquisas e publicações foi realizado dia 05 de junho de 2018 na no Auditório da Engenharia Elétrica da Escola Politécnica da USP. O evento foi promovido pelo Sistema Integrado de Bibliotecas da USP - SIBiUSP, a Divisão de Biblioteca da Escola Politécnica da USP e a Biblioteca do IME USP em parceria com a EBSCO e teve como objetivo apresentar dicas sobre como publicar com o IEEE para aumentar a visibilidade, a atividade de pesquisa e a reputação dos pesquisadores em nível internacional. Ministrante: Paul Canning.
A talk to beginning graduate students, Part 2.
This is about the fundamentals of knowledge, understanding and science, promoting the scientific method and Karl Popper's views. The remainder outlines the practice of a thesis work, from hypothesis through proposal onwards... And I shamelessly mock pyramidology and related fields...
Research Methodology | Dr G S Javed | King ConsultantsJaved G S, PhD
Research Methodology allows you to streamline your search for a a new solution. It allows you to narrow down to a finite number of choices to solve your problem.
Lecture 1-Introduction to labour market skills (1).pptxShorooqSuleiman1
Introduction to labor market skills in Biology like : Define evidence-based medicine (EBM).
Explain the reasons for practicing EBM.
List the steps for practicing EBM.
Formulate background and foreground questions to be answered by EBM.
Detail the levels of scientific evidence in health care.
Use resources for EBM: pre-appraised evidence (Up-to-date, DynaMed, etc…) or search engines (PubMed, Medline, Google, Google Scholar).
Describe how science and practice of health care is moving forward from basic research to practice (translational science).
Define IT and IoT.
Identify the criteria needed to use IoT in health care.
Describe how technology, basic science and research has changed the job market.
Describe how technology, basic science and research has changed the job market.
Define “Big Data” and how it is collected.
Recognize the advantages and disadvantages of large data collection.
Identify the uses of IoT in medical education.
Describe the uses of IoT in virtual lab and surgical simulation.
Open from beginning to end: addressing barriers to open research - a personal...UoLResearchSupport
Open and reproducible research practises are increasingly recognised as important to scientific integrity. However, there are numerous barriers including research culture - whether as a sector, institution or discipline - lack of training and professional incentives and funding of infrastructure.
On 26 May 2021 Dr Marlene Mengoni was one of two speakers at an event exploring barriers to open research.
Dr Marlene Mengoni is a member of the Institute of Medical & Biological Engineering (IMBE) at the University of Leeds and is interested in theoretical aspects of musculoskeletal tissues biomechanics with a fundamental computational engineering approach.
Speaking from an engineering perspective, Dr Mengoni discussed how the research culture at the University of Leeds can help to foster open research practices, throughout the research cycle, including embedding "open" in research and training.
Before you start writing your report, it is important to prepare by: Understanding the brief
Identifying your theoretical framework
Gathering your material
Organising your material
Analysing the material
Technology, especially IT has affected our lives. Various activities are getting streamlined due to IT. The world today is characterized by powerful IT, forces of collaboration and digitization.
Careers in food and catering industry in indiaJaved G S, PhD
Knowledge sharing and awareness session on the careers and opportunities in the Hospitality Industry. It is great to be aware of the possibilities and the way to enter the food and catering business industry.
Knowledge sharing and awareness session on the careers and opportunities in the Hospitality Industry. It is great to be aware of the possibilities and the way to enter the industry.
Dr G S Javed - Research and Academic IntroductionJaved G S, PhD
Hello,
The slide deck contains information about my research and work experience starting from 2008. It also provides information about my company - King Consultants Education (http://tiny.cc/KingConsultants). At KC ED, I provide training on Design Thinking and Experiential learning. I also provide support the PhD students in the areas of IC Design for technical discussions and problem solving.
I am a problem solver who practices Design Thinking / Critical Thinking for my project planning and execution. Professionally, I am an Analog IC designer.
CMOS Analog IC design by Dr GS Javed - Refresher Course - Batch 1Javed G S, PhD
Topics covered in the course
1. DC Biasing of the circuits
2. Circuits for reference voltage and current generation
-Voltage Regulator
-BGR
-LDO
-V-to-I
3. Precision Current References
4. Opamp design for Analog to digital converters
- OTA
- Buffer
- Unity Feedback OTA
- Layout design strategies – 2stage opamp + CMFB
5. Sense and Return mechanisms in Feedback circuits
- Current and Voltage circuits
6. Sub-Threshold Conduction
- Low voltage Operation
7. ADC Design and Simulation
-Near Nyquist performance of Opamp for ADC Circuits
-Spectral Analysis and No. of FFT Points for simulation
-Simulation time for performance
-Resistors – their variation and Calibration
-Switch design for S/H
-CDAC
8. On-Chip Inductors
Precision current sources - Low noise current mirrorsJaved G S, PhD
Design techniques and methods to design precision current mirrors, precision current sources. In this work, I have discussed methods to reduce noise and variations in the reference current generation.
1. Negative feedback control
2. Applying filters in the design
3. Calibration
4. Resister Trimming
Negitive Feedback in Analog IC Design 02 April 2020 Javed G S, PhD
The webinar discusses the topics of negative feedback and its importance across the Analog IC design spectrum. In the talk, we discuss about the variations of feedback (Shunt and Series combinations) and their usage. It has applications in many control circuit design for power management, reference designs, regulator design, noise reduction in the system, gain desensitization and PLL design among many other systems.
And the end of the talk, the audience is expected to understand the need for the feedback and its applications
Design Thinking and Innovation - ISC 2018 - 20 Dec 2018 - Invited TalkJaved G S, PhD
Design Thinking is a method to have creative and practical solutions to unique problems. In Healthcare, the design thinking allows to give a human-centric solution which is more inclusive.
Novel Spike-based architecture for RFID and Sensor Communication SystemJaved G S, PhD
A novel system architecture to communicate ID and sensor information through wireless media is proposed which is narrow band, spike based and easy to implement.
1. It can transmit ID and sensor information in parallel.
2. It uses spike for communication
- An efficient use of harvested energy
- Almost no switching is involved in comparison with current RFID protocol.
3. It does not require a wideband pulse or a wideband amplitude and phase decoder.
4. It can incorporate ID and multiple sensors easily.
5. Provision to incorporate collision minimization scheme in multi-tag environment.
The Team Member and Guest Experience - Lead and Take Care of your restaurant team. They are the people closest to and delivering Hospitality to your paying Guests!
Make the call, and we can assist you.
408-784-7371
Foodservice Consulting + Design
Senior Project and Engineering Leader Jim Smith.pdfJim Smith
I am a Project and Engineering Leader with extensive experience as a Business Operations Leader, Technical Project Manager, Engineering Manager and Operations Experience for Domestic and International companies such as Electrolux, Carrier, and Deutz. I have developed new products using Stage Gate development/MS Project/JIRA, for the pro-duction of Medical Equipment, Large Commercial Refrigeration Systems, Appliances, HVAC, and Diesel engines.
My experience includes:
Managed customized engineered refrigeration system projects with high voltage power panels from quote to ship, coordinating actions between electrical engineering, mechanical design and application engineering, purchasing, production, test, quality assurance and field installation. Managed projects $25k to $1M per project; 4-8 per month. (Hussmann refrigeration)
Successfully developed the $15-20M yearly corporate capital strategy for manufacturing, with the Executive Team and key stakeholders. Created project scope and specifications, business case, ROI, managed project plans with key personnel for nine consumer product manufacturing and distribution sites; to support the company’s strategic sales plan.
Over 15 years of experience managing and developing cost improvement projects with key Stakeholders, site Manufacturing Engineers, Mechanical Engineers, Maintenance, and facility support personnel to optimize pro-duction operations, safety, EHS, and new product development. (BioLab, Deutz, Caire)
Experience working as a Technical Manager developing new products with chemical engineers and packaging engineers to enhance and reduce the cost of retail products. I have led the activities of multiple engineering groups with diverse backgrounds.
Great experience managing the product development of products which utilize complex electrical controls, high voltage power panels, product testing, and commissioning.
Created project scope, business case, ROI for multiple capital projects to support electrotechnical assembly and CPG goods. Identified project cost, risk, success criteria, and performed equipment qualifications. (Carrier, Electrolux, Biolab, Price, Hussmann)
Created detailed projects plans using MS Project, Gant charts in excel, and updated new product development in Jira for stakeholders and project team members including critical path.
Great knowledge of ISO9001, NFPA, OSHA regulations.
User level knowledge of MRP/SAP, MS Project, Powerpoint, Visio, Mastercontrol, JIRA, Power BI and Tableau.
I appreciate your consideration, and look forward to discussing this role with you, and how I can lead your company’s growth and profitability. I can be contacted via LinkedIn via phone or E Mail.
Jim Smith
678-993-7195
jimsmith30024@gmail.com
Artificial intelligence (AI) offers new opportunities to radically reinvent the way we do business. This study explores how CEOs and top decision makers around the world are responding to the transformative potential of AI.
The case study discusses the potential of drone delivery and the challenges that need to be addressed before it becomes widespread.
Key takeaways:
Drone delivery is in its early stages: Amazon's trial in the UK demonstrates the potential for faster deliveries, but it's still limited by regulations and technology.
Regulations are a major hurdle: Safety concerns around drone collisions with airplanes and people have led to restrictions on flight height and location.
Other challenges exist: Who will use drone delivery the most? Is it cost-effective compared to traditional delivery trucks?
Discussion questions:
Managerial challenges: Integrating drones requires planning for new infrastructure, training staff, and navigating regulations. There are also marketing and recruitment considerations specific to this technology.
External forces vary by country: Regulations, consumer acceptance, and infrastructure all differ between countries.
Demographics matter: Younger generations might be more receptive to drone delivery, while older populations might have concerns.
Stakeholders for Amazon: Customers, regulators, aviation authorities, and competitors are all stakeholders. Regulators likely hold the greatest influence as they determine the feasibility of drone delivery.
Specific ServPoints should be tailored for restaurants in all food service segments. Your ServPoints should be the centerpiece of brand delivery training (guest service) and align with your brand position and marketing initiatives, especially in high-labor-cost conditions.
408-784-7371
Foodservice Consulting + Design
W.H.Bender Quote 66 - ServPoints Sequence of Service™ should be Identified fo...
Research Methodology for the PhD | Dr G S Javed, Founder, King Consultants Education
1. Research Methodology
G S Javed, PhD, SM IEEE
Founder, King Consultants – Education
Secretary, IEEE TEMS Bangalore Chapter 2020
Chair, Educational Activities and DLT, IEEE Bangalore Section (2017 – 19)
Member, Executive Committee, IEEE Bangalore Section (2015-19)
10 – May - 2020
IEEE IAS Lahore Chapter
@ConsultantsKing10 - May - 2020 1
2. ABOUT ME AND MY RESEARCH
10 - May - 2020 Research Methodology | Dr G S Javed 2
3. About me
Research Methodology | Dr G S Javed 310 - May - 2020
Educationist
Speaker
Leader
Photographer
Entrepreneur
Admirer Volunteer
About me
4. PROJECT 1
Integrated Instrumentation Circuits
for Biomedical Diagnosis
A Lab-on-Chip
Integrated Sensor Array
(needs bio-functionalization of the sensor)
Integrated
Sensor Pixel
• Gas Sensing
• Bio-sensing
• Pressure sensing
• Flow sensing
• Humidity
sensing
1,2,3 4
Javed GS, et. al., ISCAS 2016
Javed GS, et. al., MWSCAS 2016
Javed GS, et. al., VLSID 2017
Javed GS, et. al., SOCC 2017
Javed GS, et. al., MEASUREMENT 201910 - May - 2020 4Research Methodology | Dr G S Javed
5. PROJECT 2
Electro-Thermal Electrical Characterization
of Analog/RF Integrated Circuits (RF Testing)
Javed GS, et. al., CONECCT 2015 Javed GS, et. al., VLSID 2017
On chip Temperature Sensor-based RF
Measurements in PA, LNA, etc.,
• Centre Frequency,
• 3 dB BW,
• Power Added Efficiency
On chip Temperature Sensor-based
frequency stability of a DLL
6
5
Javed GS, et. al., CONECCT 2014
10 - May - 2020 5Research Methodology | Dr G S Javed
6. PROJECT 3
High Speed SerDes (1.25 – 40 Gbps)
Javed GS, et. al., CONECCT 2014
7
Javed GS, et. al., CONECCT 2019
Javed GS, et. al., AEU J. EC 2019
40 Gb/s
Javed GS, et. al., Elec Letters 2019
Javed GS, et. al., Microelectronics 2020 #
# Among the most downloaded pre-print papers in 2019
10 - May - 2020 6Research Methodology | Dr G S Javed
7. PROJECT 4
High Frequency Phase Locked Loops
Debdut, Javed GS, et. al., Elec Letters 2019
Javed GS, et. al., IMaRC 2018
Javed GS, et. al., VDAT 2019
M1
M2
M3
M4
M5
M6
M7
M8
M9
M10
DN
UP
VDD
ICP
C1
C2
C3
R1
R2
Vctrl
D
Q
RST
D
Q
RST
o
fDIV
fREF
o o o
o o UP
DN
o o o
PFD CP
LPF
÷N
PLL
x2
10 GHz
VCO
20
GHz
20
GHzREF
POWER MANAGEMENT
Cp Cn
L
M31 M32
M33 M34
VDD
OUT+ OUT-
Output
10.2GHz
Divider
PFD
Charge Pump
+ LPF
VCO
LC-PLL
10 GHz
10 - May - 2020 7Research Methodology | Dr G S Javed
8. PROJECT 5
Low power, Energy Harvested Integrated
Sensor System for RFID-based Backscatter
Communication (IoT) Applications
Javed GS, et. al., IECON 2015
Javed GS, et. al., PrimeAsia 2015
7
Javed GS, et. al., IBSS 2015
Javed GS, et. al., IMaRC 2016
10 - May - 2020 8Research Methodology | Dr G S Javed
9. Outline
Research Methodology | Dr G S Javed 9
• Research
– What, Why, How
– Research for UG/
PG/PhD
– Process, Methods
• Self preparation - C3LPR
• Problem Definition
– Good Problem
– Identification
– Definition
• Method of Solution
10 - May - 2020
10. WHAT IS RESEARCH ?
Research Methodology | Dr G S Javed 10
PART 1
10 - May - 2020
12. What is research ?
Research Methodology | Dr G S Javed 1210 - May - 2020
13. What is research ?
• Research is to
– Discover newknowledge
– Seek answers to questions
• Basic research
– Often driven by curiosity for fundamental/general
knowledge/understanding
– High impact examples: relativity theory, DNA, …
• Applied research
– Driven by practical needs
– High impact examples: computers, transistors, vaccinations, …
Research Methodology | Dr G S Javed 1310 - May - 2020
14. What is necessary for (EE) research
• Background
– Curiosity
– System fundamentals and basics
– Mathematics
– Engineering tools: Software and Hardware
• Software (MATLAB, C++, etc) and hardware (FPGA, Evaluation boards,
etc)
• Methods (skills)
– How to think logically
– How to start to do research
– How to find qualitative references
– How to make research plan
– How to manage the research progress
– How to present the result: Oral presentation and Writing
– How to deal with research result (e.g., legal aspect: patent)
14Research Methodology | Dr G S Javed10 - May - 2020
16. WHY ?: Reasons to Publish
Lends credibility to your thesis or dissertation defense.
Helps to land a better job.
Stake out IP claims prior to patenting.
An opportunity to influence the research of others.
Required for promotions in some professions, e. g. academia
Bring ATTENTION to MYSELF.
To facilitate my FUNDING.
Bragging rights !
16Research Methodology | Dr G S Javed10 - May - 2020
22. Types of Research Questions and
Results
• Exploratory (Framework): What’s out there?
• Descriptive (Principles): What does it look like? How does it
work?
• Evaluative (Empirical results): How well does a method solve
a problem?
• Explanatory (Causes): Why does something happen the way it
happens?
• Predictive (Models): What would happen if xxx ?
• Applied : Where can it be used ?
Research Methodology | Dr G S Javed 2210 - May - 2020
23. HOW TO PREPARE YOURSELF FOR
RESEARCH ?
Research Methodology | Dr G S Javed 23
PART 4
10 - May - 2020
24. What It Takes to Do Research
• Curiosity: allow you to ask questions
• Critical thinking: allow you to challenge assumptions
• Learning: take you to the frontier of knowledge
• Persistence: so that you don’t give up
• Respect data and truth: ensure your research is solid
• Communication: allow you to publish your work
• …
Research Methodology | Dr G S Javed 24
C3 LPR
10 - May - 2020
25. Critical Thinking
• Develop a habit of asking questions, especially
why questions
• Always try to make sense of what you have
read/heard; don’t let any question pass by
• Get used to challenging everything
• Practical advice
– Question every claim made in a paper or a talk (can
you argue the other way?)
– Try to write two opposite reviews of a paper (one
mainly to argue for accepting the paper and the
other for rejecting it)
– Force yourself to challenge one point in every talk
that you attend and raise a question
Research Methodology | Dr G S Javed 2510 - May - 2020
26. Respect Data and Truth
• Be honest with the experiment results
– Don’t throw away negative results!
– Try to learn from negative results
• Be objective in data analysis and interpretation; don’t mislead
readers
• Aim at understanding/explanation instead of just good results
• Be careful not to over-generalize (for both good and bad
results); you may be far from the truth
Research Methodology | Dr G S Javed 2610 - May - 2020
27. Communication
• General communication skills:
– Oral and written
– Formal and informal
– Talk to people with different level of backgrounds
• Be clear, concise, accurate, and adaptive (elaborate
with examples, summarize by abstraction)
• English proficiency
• Get used to talking to people from different fields
Research Methodology | Dr G S Javed 2710 - May - 2020
28. Persistence
• Work only on topics that you are passionate about
• Work only on hypotheses that you believe in
• Don’t draw negative conclusions prematurely and give up easily
– positive results may be hidden in negative results
– In many cases, negative results don’t completely reject a hypothesis
• Be comfortable with criticisms
• Think of possibilities of repositioning a work
Research Methodology | Dr G S Javed 2810 - May - 2020
29. Optimize Your Training
• Know your strengths and weaknesses
(SWOT)
– strong in math vs. strong in system
development
– creative vs. thorough
• Train yourself to fix weaknesses
• Find strategic partners
• Position yourself to take advantage of your
strengths
Research Methodology | Dr G S Javed 2910 - May - 2020
31. Method to solve
10 - May - 2020 Research Methodology | Dr G S Javed 31
End Result: Seal a box to transport
I have a hammer, need to find a nail
(TOOL DRIVEN)
I have a nail, need to find a hammer
(APPLICATION DRIVEN)
I have to find a nail, then need to make a (relevant) hammer
(OPEN ENDED)
32. APPLICATION DRIVEN
• Application-driven
– Identify a need by people/users
that cannot be satisfied well
currently (“complaints” about
current data/information
management systems?)
– Identify one technical challenge
as your topic
– Formulate/frame the problem
appropriately so that you can
solve it
• Aim at a completely new
application/function (find a high-
stake nail)
Research Methodology | Dr G S Javed 3210 - May - 2020
How difficult is it to use your tools to
solve the problem?
No big technical challenges: do a
startup
Lots of big challenges: write a research
proposal
33. TOOL DRIVEN
• Tool-driven
– Choose your favorite state-of-the-art tools
• Ideally, you have a “secret weapon”
• Otherwise, bring tools from area X to area Y
– Look around for possible applications
– Find a novel application that seems to
match your tools
– Identify one technical challenge as your
topic
– Formulate/frame the problem appropriately
so that you can solve it
• Aim at important extension of the tool
(find an unexpected application and use
the best hammer)
Research Methodology | Dr G S Javed 3310 - May - 2020
How difficult is it to use your tools to
solve the problem?
No big technical challenges: do a
startup
Lots of big challenges: write a research
proposal
35. “Short-Cut” for starting research
• Scan most recently published papers to find papers that you like or can
understand (Literature Survey)
• Read such papers in detail
• Track down background papers to increase your understanding
• Brainstorm ideas of extending the work
– Start with ideas mentioned in the future work part
– Systematically question the solidness of the paper (have the authors answered
all the questions? Can you think of questions that aren’t answered?)
– Is there a better formulation of the problem
– Is there a better method for solving the problem
– Is the evaluation solid?
• Pick one new idea and work on it
Research Methodology | Dr G S Javed 3510 - May - 2020
36. Take Away
Research Methodology | Dr G S Javed 3610 - May - 2020
Pick a research topic and answer the
questions circled in RED.
Try, try till you succeed