基于多场景的智慧图书馆个性化推荐服务模式研究

Research on Personalized Recommendation Service Mode of Smart Library Based on MultipleScenarios

随着信息技术和互联网的飞速发展,面对海量的信息资源,智慧图书馆的智慧便捷服务显得越来越重要,但适应多场景的即时性、主动性、精准性的个性化推荐服务尚未有效开拓。文章论述了个性化推荐概念及图书馆多场景的特点,指出智慧图书馆个性化推荐服务的理念原则,提出智慧图书馆个性化推荐服务运行模式,其有场景数据采集分析、读者画像构建、推荐算法设计、信息推荐等四个流程,并给出相应的实施要素参考建议,以期为智慧图书馆服务的发展和优化提供有价值的参考和借鉴。

With the rapid development of information technology and the Internet,the intelligent and convenient services of smart library are becoming increasingly important in the face of massive information resources.However,the immediacy,proactive,and precise personalized recommendation services that adapt to multiple scenarios have not yet been effectively developed.It discussed the concept of personalized recommend and characteristics of multiple scenarios in library,and pointed out the conceptual principles of personalized recommend services in smart library.It proposed that the operation mode of personalized recommend services in smart library consists of four process stages:scenario data collection and analysis,reader profile construction,recommendation algorithm design,and information recommend,and provided corresponding implementation element reference suggestions,to provide valuable reference and inspiration for the development and optimization of smart library services.