Northeast Forestry University, Library, Harbin 150040, China.
Harbin Conservatory of Music, Harbin 150028, China.
Comput Intell Neurosci. 2022 Oct 10;2022:7892738. doi: 10.1155/2022/7892738. eCollection 2022.
Internet technology has a great impact on the application and development of libraries. In order to provide users with more convenient and efficient services, this paper puts forward the development strategy of unmanned intelligent digital libraries in the era of "Internet +." Design by IntelliSense module, network transmission module, data storage and analysis module, and intelligent service module of no wisdom digital library service mode, IntelliSense module using RFID technology, close range wireless communication technology, and other Internet technologies to collect the wisdom of unmanned services of all kinds of information in the digital library; use network transmission module of the wireless LAN network, Internet technology such as RFID network to transmit information collected to store in a data storage and analysis module; and at the same time using -means clustering algorithm in data mining techniques such as analysis of collected data, based on the analysis results provide users with intelligence services such as search, wisdom is recommended. The experimental results show that the developed strategy meets the expected functional requirements, can accurately perceive the location of data, and effectively realize the intelligent service function.
互联网技术对图书馆的应用和发展产生了巨大的影响。为了给用户提供更方便、更高效的服务,本文提出了“互联网+”时代无人智能数字图书馆的发展策略。通过智能感知模块、网络传输模块、数据存储与分析模块以及无人智能数字图书馆服务模式的智能服务模块的设计,智能感知模块利用 RFID 技术、近距离无线通信技术等互联网技术,收集数字图书馆中各种信息的无人服务智慧;利用无线局域网网络、RFID 网络等网络传输模块,将收集到的信息传输到存储在数据存储与分析模块中;同时,利用数据挖掘技术中的均值聚类算法等分析收集到的数据,根据分析结果为用户提供搜索、智慧推荐等智能服务。实验结果表明,所开发的策略满足预期的功能要求,能够准确感知数据的位置,有效地实现智能服务功能。