Chatbot development for HR support using natural language processing and HR knowledge bases – Complete Phd and Masters Thesis

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Introduction

In recent years, there has been a growing interest in the use of chatbots in various industries to improve customer service, automate tasks, and provide information to users. Chatbots are computer programs designed to simulate conversation with human users, typically over the internet.

One area where chatbots have the potential to make a significant impact is in human resources (HR). HR departments are often inundated with requests for information, assistance, and support from employees, job applicants, and other stakeholders. Chatbots can help streamline these processes by providing immediate responses to common queries, freeing up HR professionals to focus on more strategic tasks.

This thesis aims to explore the development of chatbots for HR support using natural language processing (NLP) and HR knowledge bases. NLP is a branch of artificial intelligence that focuses on the interaction between computers and humans through natural language. HR knowledge bases are repositories of HR-related information, policies, procedures, and best practices.

By leveraging NLP and HR knowledge bases, chatbots can provide more accurate and personalized responses to users, leading to improved user satisfaction and efficiency in HR operations. This thesis will investigate the design, development, and implementation of a chatbot for HR support, with a focus on addressing the unique challenges and requirements of the HR domain.

Table of Contents

Chapter 1: Introduction
1.1 Introduction
1.2 Background of Study
1.3 Problem Statement
1.4 Objective of Study
1.5 Limitation of Study
1.6 Scope of Study
1.7 Significance of Study
1.8 Structure of the Thesis
1.9 Definition of Terms

Chapter 2: Literature Review
2.1 Overview of Chatbot Technology
2.2 Applications of Chatbots in HR
2.3 Natural Language Processing
2.4 HR Knowledge Bases
2.5 Benefits and Challenges of Chatbots in HR
2.6 Design Principles for HR Chatbots
2.7 Case Studies of HR Chatbot Implementation
2.8 User Acceptance of Chatbots in HR
2.9 Future Trends in Chatbot Development

Chapter 3: Research Methodology
3.1 Research Design
3.2 Data Collection Methods
3.3 Participant Selection
3.4 Chatbot Development Process
3.5 Evaluation Criteria
3.6 Data Analysis Techniques
3.7 Ethical Considerations
3.8 Limitations of Methodology

Chapter 4: Discussion of Findings
4.1 Chatbot Design and Development
4.2 User Interaction and Engagement
4.3 Performance Metrics
4.4 Integration with HR Systems
4.5 User Feedback and Satisfaction
4.6 Impact on HR Operations
4.7 Lessons Learned
4.8 Recommendations for Future Research

Chapter 5: Conclusion and Summary
5.1 Summary of Findings
5.2 Implications for HR Practice
5.3 Contributions to Knowledge
5.4 Limitations and Future Research Directions
5.5 Conclusion

Thesis Overview

The development of chatbots for HR support using natural language processing and HR knowledge bases is a critical area of research that has the potential to revolutionize HR operations. Chatbots have the ability to provide immediate and personalized responses to user queries, reducing the burden on HR professionals and improving overall efficiency.

This thesis will explore the design, development, and implementation of a chatbot for HR support, with a focus on leveraging NLP and HR knowledge bases to enhance user experience and streamline HR processes. The literature review will examine the current state of chatbot technology, applications of chatbots in HR, and best practices for chatbot design in the HR domain.

The research methodology will outline the approach taken to develop and evaluate the HR chatbot, including data collection methods, participant selection, and evaluation criteria. The discussion of findings will analyze the performance of the chatbot, user interaction and engagement, integration with HR systems, and impact on HR operations.

Overall, this thesis aims to contribute to the growing body of knowledge on chatbot development for HR support and provide insights into the potential benefits and challenges of implementing chatbots in the HR domain. By leveraging NLP and HR knowledge bases, organizations can improve user satisfaction, streamline HR processes, and drive more effective decision-making.

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