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Scientific Information Research

Keywords

blockchain; library and information; knowledge graph; research route

Abstract

three categories: vector data embedding generation, vector data indexing, and vector data retrieval. Application patterns can be divided into three categories: data-driven applications, knowledge-driven applications and scenario driven applications. Challenges exist in various aspects such as high-quality generation, semantic description, storage resource utilization, collaborative sharing, and ethical security of vector data. Trends point towards the systematization of theoretical frameworks, maturation of technical solutions, and ecosystem development of application services.

Digital Object Identifier (DOI)

10.19809/j.cnki.kjqbyj.2024.04.003

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