This document discusses the components and structure of a research proposal. It explains that a research proposal is required to obtain approval and funding for a research project. The document outlines the typical sections included in an academic or non-academic research proposal, such as an introduction, literature review, methodology, analysis plan, timeline and references. It provides guidance on the key information to include in each section, such as stating the research problem, objectives, methodology, variables and hypotheses. The purpose of a research proposal is to present the research question and design for evaluation before conducting the study.
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Presented during Tshikululu's first Serious Social Investing workshop, which took place on 25 and 26 February 2010. Godwin Khoza (CEO, Joint Education Trust) discusses the value of research in social investing.
Methodology and Campaign Design for the Evaluation of Semantic Search ToolsStuart Wrigley
The main problem with the state of the art in the semantic search domain is the lack of comprehensive evaluations. There exist only a few efforts to evaluate semantic search tools and to compare the results with other evaluations of their kind.
In this paper, we present a systematic approach for testing and benchmarking semantic search tools that was developed within the SEALS project. Unlike other semantic web evaluations our methodology tests search tools both automatically and interactively with a human user in the loop. This allows us to test not only functional performance measures, such as precision and recall, but also usability issues, such as ease of use and comprehensibility of the query language.
The paper describes the evaluation goals and assumptions; the criteria and metrics; the type of experiments we will conduct as well as the datasets required to conduct the evaluation in the context of the SEALS initiative. To our knowledge it is the first effort to present a comprehensive evaluation methodology for Semantic Web search tools.
Presentation on the Chemical Analysis Metadata Platform (ChAMP) as a new project to characterize and organize metadata about chemical analysis methods. The project will develop an ontology, controlled vocabularies, and design rules
Presented during Tshikululu's first Serious Social Investing workshop, which took place on 25 and 26 February 2010. Godwin Khoza (CEO, Joint Education Trust) discusses the value of research in social investing.
Methodology and Campaign Design for the Evaluation of Semantic Search ToolsStuart Wrigley
The main problem with the state of the art in the semantic search domain is the lack of comprehensive evaluations. There exist only a few efforts to evaluate semantic search tools and to compare the results with other evaluations of their kind.
In this paper, we present a systematic approach for testing and benchmarking semantic search tools that was developed within the SEALS project. Unlike other semantic web evaluations our methodology tests search tools both automatically and interactively with a human user in the loop. This allows us to test not only functional performance measures, such as precision and recall, but also usability issues, such as ease of use and comprehensibility of the query language.
The paper describes the evaluation goals and assumptions; the criteria and metrics; the type of experiments we will conduct as well as the datasets required to conduct the evaluation in the context of the SEALS initiative. To our knowledge it is the first effort to present a comprehensive evaluation methodology for Semantic Web search tools.
Presentation on the Chemical Analysis Metadata Platform (ChAMP) as a new project to characterize and organize metadata about chemical analysis methods. The project will develop an ontology, controlled vocabularies, and design rules
Marketing has never been more interesting than now. The Internet and other new digital technologies are not only transforming the practice of marketing but also the way we think about it (Wymbs 2011). The main benefit of marketing automation is that it can help businesses grow sales and increase brand awareness by maximizing their email contact lists, streamlining processes for lead generation with automated forms or emails, as well as executing personalized campaigns based on information about a prospect's needs. Today, consumers have more choices, more services, more media, more messages, and more digital conversations than ever. Digital-driven changes are not only affecting private consumer’s behavior
This introductory lecture for IA377 will be devoted to the topic of “Literature Review”.
What is a literature review?
Methodology, best practices, tips, tools, etc.
Practical example
Application to IA377 seminar activities.
https://ia377-feec-unicamp.github.io/classes/2023/03/09/Literature-Review.html
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Advanced Research Methods & Techniques
Mohammad ZakiRashidi
Research Proposal
Lecture # 3
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Request for Proposal (RFP)
Why do we need a research proposal?
When this document is required?
How to write this technical document?
What information do we need?
Who will approve it?
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Different purposes / reasons
Funded
Managerial
Academic
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NON-ACADEMIC RESEARCH PROPOSALS
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The Research Proposal Process
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Benefits of the RFP
Provide monitoring device
Provide control function
RFPs
Provide
evaluation opportunity
Formalize
research procurement process
Establish performance expectations
4-8
Activities in RFP Process
Qualify potential vendors
Write and distribute RFP
Answer supplier questions
Evaluate submissions
Provide critique to all suppliers
Award contracts and start
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RFP Components
Proposal administration information
Summary statement of problem
Technical section
Management section
Pricing section
Contracts and license section
4-10
RFP Elements
Services and support
Cost proposal
RFP
Elements
Background
Vendor information
Proposed solution
Instructions to
bidders
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The Research Proposal
Purpose
Present
management question
Propose
necessary data
Suggest data
collection
and analysis
Discuss
research
efforts
Elements of Research Proposal
Executive Summary
Problem Statement
Research Objectives
Literature Review
Importance/ Benefits of Study
Research Design
Data Analysis
Nature/Form
Research Qualifications
Budget
Schedule
Facilities
Project Management
Bibliography
Appendices
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WRITING ACADEMIC RESEARCH PROPOSAL
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Introduction
Back ground / Preamble
The Problem
Objectives of the study / Purpose of the study
Justification
Limitations
Scope
Assumptions
Definitions of key terms
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Back ground / Preamble
Opening about your topic
The overview of the area under study
Historical development
Philosophical or ideological issues related to the topic
Major theories (if any) / few selected theories if the topic is broad / related theories
Main issues / advances in the area / Important practical issues
Major findings related to the core issues
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The Problem
Identify the issues that are the basis of the current study
Specify the various aspects of / perspectives on these issues
Raise some of the main research questions that you want to answer through your study
Identify what knowledge is available concerning your questions
Develop a rationale for your study with particular reference to how your study will fill the identified gap
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Objectives of the study / Purpose of the study
Provide the main objective(s) of your study
Provide the sub-objectives of your study
Use action oriented word like: To determine, To identify, To ascertain etc.
May be written in paragraph form or bullets for different objectives
This will basically answer what this study would accomplish not why
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Justification
Specify the reasons of your study
Identify stake holders (direct and related) and their benefits
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Limitations
What this study will not accomplish
Under what circumstances / conditions / settings the results will be applicable
Reasons of these limitations
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Scope
To what extent this study will be conducted
To what conditions / settings the results can be generalized / applicable
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Assumptions
State all the assumption you have taken to conduct this study
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Definitions of key terms
Define key terms / special terms / specific terms /
Explain acronyms used in your study
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Research Methodology
Research Design
Procedure
Population
Sample and Sampling method
Measurement / Instrument selection
Variables
Hypotheses
Plan of Analysis / Statistical Tools
Software employed
Research Schedule
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Research Design
It indicates what type of study will you use (qualitative / quantitative etc.)
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Procedure
How will you accomplish this study?
Your specific steps / method
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Population
Frame of reference / entire population under consideration (homogeneous / heterogeneous)
Specific characteristic(s) related to your study
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Sample and Sampling method
Sampling method and its justification to use
Sample size and why this specific size
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Measurement / Instrument selection
Data collection (primary / secondary)
Methods of data collection (focus group, survey, experiments etc.)
Any specific scale / questionnaire to be used and why it is chosen for this study
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Variables
Define different variables used in this study
How these variable will be measured
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Hypotheses
State specific hypotheses included in your study or you wish to test during your research
Hypotheses should be stated clearly, delineating the relationships to the objectives to be tested
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Plan of Analysis / Statistical Tools
Plan of statistical analysis (descriptive stats, different test statistics,)
Parametric or non parametric, univariate or multvariate statistics to be employed
Specific testing or analysis tools to be used
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Software employed
Spreadsheet / SPSS / SAS / Minitab etc.
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Research Schedule
Time frame / schedule
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References
Provide all consulted references. This may include books / magazines /journals / reports / websites etc.
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Appendix
It contains any specific document like draft / selected questionnaire you would like to attach.
Proposal Complexity
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NOTE
This is not the exhaustive list for research proposal. Your proposal may not necessarily contain all the given subsections. The choice depends upon the type of study / research project you wish to undertake, field of research, level of research (undergraduate, graduate, MS or PhD etc.), depth and breadth of the topic you have chosen.