From Genesis to Maturity: Managing Knowledge Graph Ecosystems Through Life Cycles
Summary: Introduces knowledge-graph ecosystems and life‑cycles as a unifying framework to systematically manage KG tasks—ingestion, integration, curation, continuous updates, efficient querying, and provenance—across heterogeneous sources. Advocates lifecycle-aware tooling and governance to improve accuracy, consistency, reliability and transparency of evolving KGs for enterprise analytics and decision-making. (summarized by gpt-5-mini on Feb 09 2026)
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Authors
- 1. Sandra Geisler (RWTH Aachen University)
- 2. Cinzia Cappiello (Politecnico di Milano)
- 3. Irene Celino (CEFRIEL)
- 4. David Chaves-Fraga (Universidade de Santiago de Compostela)
- 5. Anastasia Dimou (Catholic University of Leuven)
- 6. Ana Iglesias-Molina (Universidad Politecnica de Madrid)
- 7. Maurizio Lenzerini (Sapienza University)
- 8. Anisa Rula (University of Brescia)
- 9. Dylan Van Assche (Ghent University; imec)
- 10. Sascha Welten (RWTH Aachen University)
- 11. Maria-Esther Vidal (German National Library of Science and Technology; Leibniz University Hanover)
BibTeX Citation
@article{geisler_vldb25,
title = {{From Genesis to Maturity: Managing Knowledge Graph Ecosystems Through Life Cycles}},
author = {Geisler, Sandra and Cappiello, Cinzia and Celino, Irene and Chaves-Fraga, David and Dimou, Anastasia and Iglesias-Molina, Ana and Lenzerini, Maurizio and Rula, Anisa and Van Assche, Dylan and Welten, Sascha and Vidal, Maria-Esther},
journal = {PVLDB},
series = {{VLDB} '25},
volume = {18},
number = {5},
pages = {1390--1397},
doi = {10.14778/3718057.3718067},
url = {https://doi.org/10.14778/3718057.3718067},
year = {2025}
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