tranducle/hcai-slr

This repository provides a demonstration of applying the Human-Centered AI for Systematic Literature Review (HCAI-SLR) framework to a real-world case study. The HCAI-SLR framework optimizes human-AI collaboration in conducting rigorous, efficient systematic reviews of academic literature.

HCAI-SLR Framework Demonstration

Introduction

Welcome to the demonstration repository for the Human-Centered AI for Systematic Literature Review (HCAI-SLR) framework. Our framework integrates human expertise and AI capabilities to conduct thorough and efficient systematic literature reviews in academic research.

Overview

In this demonstration, we apply the HCAI-SLR framework to the topic of "Artificial Intelligence or Machine Learning in Cybersecurity in SMEs: A Systematic Literature Review." The process illustrates the use of AI tools, including large language models like ChatGPT, and smart interface-based applications, to enhance each step of the literature review.

Human-AI Interactions

1. Human Initialization: Defining the research topic and initiate each step.
2. AI Augmentation: Utilizing tools like ChatGPT for generating research questions, keyword identification, draft writing, data extraction, and synthesis.
3. AI Triangulation: Cross-validating findings using different AI tools.
4. Human Oversight: Final validation and decision-making by researchers.

Repository Contents

This repository includes:

• Table of AI-powered Tools: A table of AI-powered tools with their involvement in each step of SLR.
• Detailed Demonstration of A Real Case Study: Examples from AI tools used in the process SLR using HCAI-SLR framework.
• Excel file of Extracted Data: An Excel file containing the extracted data from step Data Extraction.

About the HCAI-SLR Framework

The HCAI-SLR framework is a balanced approach to systematic literature reviews, combining human insight with AI's computational power. It enables researchers to leverage AI for efficiency while ensuring human-led quality and rigor in their reviews.

Demo of Human-centered Artificial Intelligence - Systematic Literature Review (HCAI-SLR) Framework

Video Demo

For comprehensive details on the HCAI-SLR framework, please refer to our published paper (to be updated). We encourage feedback and improvements through issues and pull requests on this repository!

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