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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.

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Metadaten
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):License LogoCreative Commons - CC BY-NC-ND - Namensnennung - Nicht kommerziell - Keine Bearbeitungen 4.0 International