References
- Abián, D., Meroño-Peñuela, A., & Simperl, E. (2022).
An Analysis of Content Gaps Versus User Needs in the Wikidata Knowledge Graph . In U. Sattler, A. Hogan, M. Keet, V. Presutti, J. P. A. Almeida, H. Takeda, P. Monnin, G. Pirrò, & C. d’Amato (Eds.), The Semantic Web – ISWC 2022 (Vol. 13489, pp. 354–374). Springer International Publishing. 10.1007/978-3-031-19433-7_21 - Agrawal, G., Kumarage, T., Alghamdi, Z., & Liu, H. (2024). Can Knowledge Graphs Reduce Hallucinations in LLMs?: A Survey. Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), pp. 3947–3960. 10.18653/v1/2024.naacl-long.219
- Centelles, M., & Ferran-Ferrer, N. (2024a). Assessing knowledge organization systems from a gender perspective: Wikipedia taxonomy and Wikidata ontologies. Journal of Documentation, 80(7), 124–147. 10.1108/JD-11-2023-0230
- Centelles, M., & Ferran-Ferrer, N. (2024b). Taxonomies and Ontologies in Wikipedia and Wikidata: An In-Depth Examination of Knowledge Organization Systems. Hipertext.Net, 28, 33–48. 10.31009/hipertext.net.2024.i28.04
- Centelles, M., & Ferran-Ferrer, N. (2025, November 3). HerStory-NeSyAI: Designing inclusive metadata architectures with hybrid AI for epistemic justice in silenced narratives. DCMI 2025 “(Meta)data at the Core: Bridging Human Knowledge and AI Innovation”,
Universitat de Barcelona ,October 22–25 , Barcelona. 10.5281/zenodo.17512817 - Extension:EntitySchema. (2025, April 16). MediaWiki.
https://www.mediawiki.org/wiki/Extension:EntitySchema . Last accessed date: 2025, November 11. - Fan, A., & Gardent, C. (2022). Generating Biographies on Wikipedia: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pp. 8561–8576. 10.18653/v1/2022.acl-long.586
- Ferran-Ferrer, N., Boté-Vericad, J.-J., & Minguillón, J. (2023). Wikipedia gender gap: A scoping review. El Profesional de La Información, 32(5),
e320617 . 10.3145/epi.2023.nov.17 - Ferran-Ferrer, N., & Centelles, M. (2025). Reclaiming Historical Memory through Documentality: Gendered Narratives, AI, and Co-Created Archives. Document Society, Unviersitat de Barcelona, October 19–21, Barcelona.
https://prezi.com/p/s5lj8tlfta2_/document-society-herstory-2025/ . Last accessed date: 2025, November 11. - Gebru, T. (2020).
Race and gender . In M. D. Dubber, F. Pasquale, & S. Das (Eds.), The Oxford handbook of ethics of AI (pp. 251–269). Oxford University Press. 10.1093/oxfordhb/9780190067397.013.16 - Guan, X., Liu, Y., Lin, H., Lu, Y., He, B., Han, X., & Sun, L. (2024). Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting. Proceedings of the AAAI Conference on Artificial Intelligence, 38(16), 18126–18134. 10.1609/aaai.v38i16.29770
- Help:Basic membership properties. (2025, September 3). Wikidata.
https://www.wikidata.org/wiki/Help:Basic_membership_properties . Last accessed date: 2025, November 11. - Help:Items. (2025, July 14). Wikidata.
https://www.wikidata.org/wiki/Help:Items - Help:Properties. (2024, September 21). Wikidata.
https://www.wikidata.org/wiki/Help:Properties . Last accessed date: 2025, November 11. - Help:Property constraints portal. (2025, July 1). Wikidata.
https://www.wikidata.org/wiki/Help%3AProperty_constraints_portal . Last accessed date: 2025, November 11. - Help:Qualifiers. (2025, May 17). Wikidata.
https://www.wikidata.org/wiki/Help:Qualifiers . Last accessed date: 2025, November 11. - Help:QuickStatements. (2025, October 29). Wikidata.
https://www.wikidata.org/wiki/Help:QuickStatements . Last accessed date: 2025, November 11. - Help:Ranking. (2025, February 9). Wikidata.
https://www.wikidata.org/wiki/Help:Ranking . Last accessed date: 2025, November 11. - Help:Sources. (2025, November 12). Wikidata.
https://www.wikidata.org/wiki/Help:Sources . Last accessed date: 2025, November 11. - Help:Statements. (2025, June 5). Wikidata.
https://www.wikidata.org/wiki/Help:Statements . Last accessed date: 2025, November 11. - Hitzler, P., Bianchi, F., Ebrahimi, M., & Sarker, M. K. (2020). Neural-symbolic integration and the Semantic Web. Semantic Web, 11(1), 3–11. 10.3233/SW-190368
- Hitzler, P., Eberhart, A., Ebrahimi, M., Sarker, M. K., & Zhou, L. (2022). Neuro-symbolic approaches in artificial intelligence. National Science Review, 9(6). 10.1093/nsr/nwac035
- Konieczny, P., & Klein, M. (2018). Gender gap through time and space: A journey through Wikipedia biographies via the Wikidata Human Gender Indicator. New Media & Society, 20(12), 4608–4633. 10.1177/1461444818779080
- Lavrinovics, E., Biswas, R., Bjerva, J., & Hose, K. (2025). Knowledge Graphs, Large Language Models, and Hallucinations: An NLP Perspective. Journal of Web Semantics, 85, 100844. 10.1016/j.websem.2024.100844
- Mileo, A. (2025). Towards a neuro-symbolic cycle for human-centered explainability. Neurosymbolic Artificial Intelligence, 1, 1–12. 10.3233/nai-240740
- Miquel-Ribé, & Laniado, D. (2020). The Wikipedia Diversity Observatory: A Project to Identify and Bridge Content Gaps in Wikipedia. ACM International Conference Proceedings Series. 10.1145/3412569.3412866
- Miquel-Ribé, M., & Laniado, D. (2021). The Wikipedia Diversity Observatory: Helping communities to bridge content gaps through interactive interfaces. Journal of Internet Services and Applications, 12(1), 25. 10.1186/s13174-021-00141-y
- OpenRefine. (2025). OpenRefine.
https://openrefine.org . Last accessed date: 2025, November 11. - Sarker, M. K., Zhou, L., Eberhart, A., & Hitzler, P. (2022). Neuro-symbolic artificial intelligence: Current trends. AI Communications, 34(3), 197–209. 10.3233/AIC-210084
- Sheth, A., Roy, K., & Gaur, M. (2023). Neurosymbolic Artificial Intelligence (Why, What, and How). IEEE Intelligent Systems, 38(3), 56–62. 10.1109/MIS.2023.3268724
- Shi, X., Zhu, Z., Zhang, Z., & Li, C. (2023). Hallucination Mitigation in Natural Language Generation from Large-Scale Open-Domain Knowledge Graphs. Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, pp. 12506–12521. 10.18653/v1/2023.emnlp-main.770
- Wikidata Query Service. (2025, October 24). Wikitech.
https://wikitech.wikimedia.org/wiki/Wikidata_Query_Service . Last accessed date: 2025, November 11. - Wikidata:Creating a property proposal. (2025, October 21). Wikidata.
https://www.wikidata.org/wiki/Wikidata:Creating_a_property_proposal . Last accessed date: 2025, November 11. - Wikidata:Data model. (2025, June 8). Wikidata.
https://www.wikidata.org/wiki/Wikidata:Data_model . Last accessed date: 2025, November 11. - Wikidata:Database reports/EntitySchema directory. (2025, November 1). Wikidata.
https://www.wikidata.org/wiki/Wikidata:Database_reports/EntitySchema_directory . Last accessed date: 2025, November 11. - Wikidata:Licensing. (2023, January 26). Wikidata.
https://www.wikidata.org/wiki/Wikidata:Licensing . Last accessed date: 2025, November 11. - Wikidata:Property proposal. (2025, April 21). Wikidata.
https://www.wikidata.org/wiki/Wikidata:Property_proposal . Last accessed date: 2025, November 11. - Wikidata:RDF. (2020, December 31). Wikidata.
https://www.wikidata.org/wiki/Wikidata:RDF/es . Last accessed date: 2025, November 11. - Wikidata:Requests for comment. (2025, November 17). Wikidata.
https://www.wikidata.org/wiki/Wikidata:Requests_for_comment . Last accessed date: 2025, November 11. - Wikidata:Schemas. (2025, November 21). Wikidata.
https://www.wikidata.org/wiki/Wikidata:Schemas . Last accessed date: 2025, November 11. - Wikidata:SPARQL query service/Wikidata Query Help. (2025, November 4). Wikidata.
https://www.wikidata.org/wiki/Wikidata:SPARQL_query_service/Wikidata_Query_Help . Last accessed date: 2025, November 11. - Wikidata:WikiProject Ontology/Classes. (2022, July 5). Wikidata.
https://www.wikidata.org/wiki/Wikidata:WikiProject_Ontology/Classes . Last accessed date: 2025, November 11. - Wikidata:WikiProject Schemas. (2025, May 7). Wikidata.
https://www.wikidata.org/wiki/Wikidata:WikiProject_Schemas . Last accessed date: 2025, November 11. - Wikidata:WikiProject Schemas/Tutorial. (2025, August 27). Wikidata.
https://www.wikidata.org/wiki/Wikidata:WikiProject_Schemas/Tutorial . Last accessed date: 2025, November 11. - Wikidata:WikiProjects. (2025, November 11). Wikidata.
https://www.wikidata.org/wiki/Wikidata:WikiProjects . Last accessed date: 2025, November 11. - Xu, J., Zhang, H., Zhang, H., Lu, J., & Xiao, G. (2024). ChatTf: A Knowledge Graph-Enhanced Intelligent Q&A System for Mitigating Factuality Hallucinations in Traditional Folklore. IEEE Access, 12, 162638–162650. 10.1109/ACCESS.2024.3485877
- Zhang, C. C., & Terveen, L. (2021). Quantifying the Gap: A Case Study of Wikidata Gender Disparities. 17th International Symposium on Open Collaboration, pp. 1–12. 10.1145/3479986.3479992