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Resume Screening and Ranking Using NLP Research Paper

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1. How does the use of Machine Learning (ML), Artificial Intelligence (AI), and Natural Language Processing (NLP) algorithms aid in the identification of personality types and sentiment analysis using cover letter, resume, interview, and email conversation text?

2. Why is it so important to have a thorough job description and requirements in order to locate the best candidate for the job?

3. How does the application of Machine Learning (ML), Artificial Intelligence (AI), and Natural Language Processing (NLP) algorithms aid in the identification of personality types, sentiment analysis, and profile ranking based on cover letters, resumes, job descriptions, and interviews?

Abstract 

Dedication 

Acknowledgement

Table of Contents 

List of Tables 

List of Figures 

Chapter One

Introduction  Write the introduction to your topic here.

Overview 

Background of the situation and problem 

Problem Statement  What is the problem? . 

Purpose of the Study 

Research Questions 

        Two research questions  – RQ 1 and RQ 2 

Theoretical Framework . 

      One theory to describe current situation 

      One theory which can be used to improve the situation 

Limitations of the Study 

Assumptions  

Definitions Need citation to show where the definition came from.  

Summary .  Write your summary of chapter one here. Include a short review of the next chapter. 

Chapter Two

Review Of Literature

Introduction  

Main Heading (level 2 heading) 

Subheading should be flush left, Bold italic, 

         Title Case Heading (level 3 heading)

Subheading should be indented, boldfaced, Title Case Heading, ending with a period. (level 4 heading)

To include:    Introduction

                       Article Search 

                       Historical Info 

                      Current Situation / Problem 

                       Theories 

                        Gap in Literature 

                        Research Methods

                        Summary – include short review of the next chapter. 

Literature Review is between 20 – 30 pages 

Chapter Three 

Procedures And Methodology

Introduction  

Research Paradigm (qualitative or quantitative) 

Research Design 

Sampling Procedures 

Data Collection Sources  Include information on Informed Consent Letter and IRB approval 

Statistical Tests (Quantitative) 

                                (Qualitative ) Describe which program will be used to identify trends 

Summary . Review of the next chapter. 

Chapter Four

Research Findings

Introduction . 

Participants 

         If qualitative, need to provide chart showing the participants ( P1, P2, etc.). 

         If quantitative, need to provide a summary of the participants. 

Research Setting (online interviews, telephone, etc). 

Coding Process (qualitative) 

If qualitative, need to provide coding process

If a field study was done, need to provide the results. 

Analyses of Questions 

           Provide a copy of the research questions from Chapter 1

           Use the results to either approve or deny the research questions 

Supplementary Findings (if any) 

       Qualitative-  Five themes would be discussed in this section. 

Summary Provide preview of the next section. 

Chapter Five

Discussion, Implications, Summary 

Introduction 

Practical Assessment of Research Question(s) 

Were the research questions fully answered?  Information from the literature review to 

support or  deny. 

Limitations of the Study . What did you find while conducting the study? 

Implications for Future Study 

Summary 

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