基于深度学习技术的数字图书馆智能化服务模式研究

Research on Intelligent Service Mode of Digital Library Based on Deep Learning Technology

深度学习是机器学习领域的热点研究内容,有助于提高数字图书馆智能化服务水平。文章介绍了深度学习的概念、特点和应用现状,分析了基于深度学习技术的数字图书馆智能化服务流程,研究了数字图书馆智能化检索、智能化推送和智能化辅导服务模式,指出深度学习技术在数字图书馆的应用,能够提高信息分析的客观性,实现对海量数据的智能化处理,促进信息分析工具智能化。

Deep learning is a hot research topic in the field of machine learning, which helps improve the intelligent service level of digital library. This paper introduced the concept, characteristics and application status of deep learning,and pointed out that the application of deep learning technology in digital library can improve the objectivity of information analysis, realize the intelligent processing of mass data, promote the intelligence of information analysis tools, and analyzed the service process, as well as intelligent retrieval, intelligent push and intelligent guidance service mode.