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...
Main Authors: | , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Ubiquity Press
2024-12-01
|
Series: | Data Science Journal |
Subjects: | |
Online Access: | https://account.datascience.codata.org/index.php/up-j-dsj/article/view/1688 |