基于关联规则的高校图书书目个性化推荐系统设计  

Design of university library bibliography personalization recommendation system based on association rules

作　　者：徐变云 XU Bianyun(Xianyang Normal University,Xianyang 712000,China)

机构地区：[1]咸阳师范学院,陕西咸阳712000

出　　处：《现代电子技术》2021年第8期68-72,共5页Modern Electronics Technique

基　　金：国家自然科学基金项目(61401383);2018年咸阳师范学院专项科研基金项目(XSYK18059)。

摘　　要：针对当前高校书目个性化推荐效果不佳、精准度差的问题,结合关联规则对高校图书书目个性化推荐系统进行设计。通过B/S架构对高校图书书目个性化推荐系统硬件结构进行优化,在硬件配置中添加存储器和推荐引擎模块,以提高系统运行的速度。在此基础上进一步对系统软件运行流程进行简化处理,计算图书书目个性化特征的推荐算法,实现对高校图书书目个性化推荐系统的合理改善。最后通过实验证实,基于关联规则的高校图书书目个性化推荐系统设计效果明显优于传统方法,其图书推荐的准确度相对于传统系统而言有大幅度的提高。As the bibliography personalization recommendation effect and accuracy of the current university libraries are poor,the bibliography personalization recommendation system for university library is designed by combining with the association rules.The hardware structure of the bibliography personalization recommendation system for university libraries is optimized by means of the B/S architecture,and the memorizer and recommendation engine module are added to the hardware configuration to improve the running speed of the system.On this basis,the running process of the system software is further simplified,and the recommendation algorithm of the personalized characteristics of the library bibliography is calculated,so as to realize the reasonable improvement of the bibliography personalization recommendation system of university libraries.The experiment proves that the design effect of the university library bibliography personalization recommendation system based on association rules is obviously better than that of the traditional method,and its accuracy of book recommendation is greatly improved in comparison with the traditional system.

关 键 词：高校图书馆 书目个性化推荐 关联规则 软件流程简化 结构优化 系统设计 

分 类 号：TN911-34[电子电信—通信与信息系统] TP454[电子电信—信息与通信工程]