Dissertation: Draft complete structure, but not all the contents

[rachanahegde]

Dissertation outline

Abstract

Acknowledgements

Table of Contents

1. Introduction
   1. Overview of fields
   2. Needs of writers
   3. Research Objectives
   4. Research Problem Summary
   5. Overview of Dissertation
   6. Research Contributions
2. Literature Review
   1. Writer’s block and creative needs
   2. AI storyboarding software
   3. Prompt recommendation tools
   4. Sequential image generation for illustrating stories
   5. LLMs for creative writing
   6. Personalising diffusion models
      • Research Questions
   7. RQ1: How can an AI image generation application assist writers with overcoming writer’s block?
   8. RQ1a: How can a generative AI application support creative writers with limited AI knowledge in fine-tuning diffusion models for consistent character generation?
3. User Requirements
   1. Formative Interviews
      1. Interview Design
      2. Thematic Analysis
   2. Initial user requirements and sitemap
   3. Testing generative AI for writing tasks
      1. Writing task #1: Generating images of scenes from a novel
      2. Writing task #2: Generating images of characters for a fantasy novel
         • Writing task #3: Generating images of objects for a fantasy novel
4. Writing task #3: Generating images of settings for a fantasy novel
5. Conclusions from using generative AI
6. Updated user requirements
7. Methodology
   1. Model Selection
   2. Addressing Model Limitations
   3. Solution
      1. Overview of Process
      2. Prompt expansion
         • Consistent character image generation using Dall E 3 and GPT-4
8. Creating the storyboard
9. Generating plot ideas
10. System Architecture
11. Limitations
12. Design
    1. Wireframe Design
    2. User Interaction Flow
    3. Website Pages
       • Prototype Evaluation
    4. Procedure
       1. Exercises: Storyboarding and Image Generation
       2. Semi-Formal Interview Questions
    5. Participants
    6. Results
       1. Quantitative analysis/summary of questionnaire responses
       2. Thematic Analysis of Results
          1. Theme #1
          2. Theme #2
          3. Theme #3
             • Discussion
    7. Areas for Future Work
    8. Limitations of Work
13. Conclusion
    1. Reflection on objectives achieved or failed to achieve
    2. Summary of the work
    3. Research Contributions
14. Bibliography