Harnessing the Power of ChatGPT for Automating Systematic Review Process: Methodology, Case Study, Limitations, and Future Directions

• Published in: Systems (Basel) Vol. 11; no. 7; p. 351
• Main Authors: Alshami, Ahmad, Elsayed, Moustafa, Ali, Eslam, Eltoukhy, Abdelrahman E. E., Zayed, Tarek
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.07.2023
• Subjects: Accuracy; Analysis; article categorization; article filtration; Automation; Case studies; Chatbots; ChatGPT; Classification; Computational linguistics; Content analysis; Data search; Decision analysis; Decision making; Efficiency; Filtration; Information retrieval; Internet of Things; Internet of Things (IoT); Language; Language processing; Literature reviews; Mechanization; Natural language interfaces; Natural language processing; Power; Purification; Research methodology; Screening; Sewage; Systematic review; Technology application; Wastewater; Wastewater management; Water quality; Writing

Systematic reviews (SR) are crucial in synthesizing and analyzing existing scientific literature to inform evidence-based decision-making. However, traditional SR methods often have limitations, including a lack of automation and decision support, resulting in time-consuming and error-prone reviews....