Fully Algorithmic Librarian: Large-Scale Citation Experiments
accepted for publication
- The Fully Algorithmic Librarian (FAN) project explores application scenarios for algorithmic-intelligence(AI)-supported methods in academic libraries as central institutions for research support. To this end, the study builds on two algorithmic approaches for analyzing large-scale citation networks. A comparison of Web of Science (WoS) and OpenAlex structures using the PageRank algorithm reveals key differences. Additionally, a multi-label clustering technique designed for large-scale citation networks accounts for disciplinary variations in publication practices.
| Author: | Tomasz StomporORCiDGND, Janina ZittelORCiD, Thorsten KochORCiD, Beate RuschORCiD |
|---|---|
| Document Type: | In Proceedings |
| Parent Title (English): | 20th International Society of Scientometrics and Informetrics Conference 2025, June 23-27, 2025 | Yerevan, Armenia |
| Year of first publication: | 2025 |
| DOI: | https://doi.org/10.51408/issi2025_204 |

