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Fully Algorithmic Librarian: Large-Scale Citation Experiments

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  • 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.

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Metadaten
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
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