A Case Study on Using Generative AI in Literature Reviews: Use Cases, Benefits, and Challenges
- Context: Literature reviews play a critical role in the research process. They are used not only to generate new insights but also to contextualize and justify one’s own research within the existing body of knowledge. Problem: Since years, the number of scientific publications has been increasing rapidly. Therefore, conducting literature reviews can be time-consuming and error-prone. Objective: We investigate how integrating generative Artificial Intelligence (GenAI) tools may optimize the literature review process in terms of efficiency and methodological quality. Method: We conducted a single case study with 16 Master’s students at a University of Applied Science in Germany. They all carried out a Systematic Literature Review (SLR) using generative AI tools. Results: Our study identified use cases for the application of GenAI in literature reviews, as well as benefits and challenges. Conclusion: The results reveal that GenAI is capable of supporting literature reviews, especially critical parts such as primary study selection. Participants can scan large volumes of literature in a short time and overcome language barriers using GenAI. At the same time, it is crucial to assess GenAI outputs and ensure adequate quality assurance throughout the research process due to technology limitations, such as hallucination.
| Author: | Eva-Maria SchönORCiD, Jessica KollmorgenORCiD, Michael NeumannORCiDGND, Maria RauschenbergerORCiD |
|---|---|
| URN: | urn:nbn:de:bsz:960-opus4-37955 |
| DOI: | https://doi.org/10.25968/opus-3795 |
| DOI original: | https://doi.org/10.5220/0013672700003985 |
| Parent Title (English): | Proceedings of the 21st International Conference on Web Information Systems and Technologies |
| Publisher: | SCITEPRESS - Science and Technology Publications |
| Document Type: | Conference Proceeding |
| Language: | English |
| Year of Completion: | 2025 |
| Publishing Institution: | Hochschule Hannover |
| Release Date: | 2025/12/16 |
| Tag: | AI Assistant; GenAI; Generative AI; Higher Education; LLM; Large Language Model; Literature Review; SLR; Use Cases |
| GND Keyword: | Generative KIGND; Großes SprachmodellGND; TertiärbereichGND |
| Page Number: | 11 |
| First Page: | 533 |
| Last Page: | 543 |
| Institutes: | Fakultät IV - Wirtschaft und Informatik |
| DDC classes: | 650 Management |
| 004 Informatik | |
| Licence (German): | Creative Commons - CC BY-NC-ND - Namensnennung - Nicht kommerziell - Keine Bearbeitungen 4.0 International |






