基于协同过滤的高校图书馆讲坛服务平台模型研究

Research on the Service Platform Model for Lecture Rooms in University Libraries Based on Collaborative Filtering

文章分析了目前高校图书馆讲坛发展中面临的问题,利用数据挖掘技术分析读者历史行为,设计基于协同过滤的高校图书馆讲坛服务平台模型,实现图书馆讲坛主题由“邀请专家确定讲坛主题”到“挖掘读者兴趣确定讲坛主题”,以及活动组织从“强制学生参与”到“读者踊跃参与”的转变。

This study explores the existing problems faced by the development of lecture rooms in university libraries,analyzes readers'behavior through data mining,and designs a service platform model for lecture rooms in university libraries based on collaborative filtering.As a result,the lecture themes are decided according to readers'interests instead of chosen by experts,and readers are more eager to participate instead of being forced to take part in.