Semantic Schema Extraction in NoSQL Databases using BERT Embeddings

NoSQL databases, valued for flexibility and scalability, pose analytics challenges due to their schema-less nature. Automatic schema extraction is crucial, with existing techniques limited in handling nested structures. Leveraging Natural Language Processing (NLP) advancements, this paper introduces...

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Autors principals:	Saad Belefqih, Ahmed Zellou, Mouna Berquedich
Format:	Artigo
Idioma:	Inglês
Publicat:	Ubiquity Press 2024-12-01
Col·lecció:	Data Science Journal
Matèries:	nosql databases data integration schema extraction semantic textual similarity
Accés en línia:	https://account.datascience.codata.org/index.php/up-j-dsj/article/view/1688
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