《江苏科技信息》杂志社

Jiangsu Science & Technology Information Magazine Agency

关键词: 人工智能, 数字图书馆, 图书馆资源, 自动分类

Abstract: In recent years, digital libraries have played an increasingly important role in information resource management. The development of artificial intelligence technology is driving the progress of digital libraries, requiring them to optimize resource classification and enhance their level of intelligence. The automatic classification of digital library resources involves key technologies such as machine learning, deep learning, and natural language processing, aiming to achieve intelligent classification and management of multimodal data. The article analyzes the problems of insufficient classification accuracy and incomplete data labeling in the automatic classification of digital library resources, and proposes targeted implementation strategies such as optimizing classification accuracy, improving data labeling, unifying classification standards, and enhancing multimodal fusion capabilities, providing guidance for the construction of intelligent classification systems.

Key words: artificial intelligence, digital library, library resource, automatic classification