软件导刊Issue(9):141-143,3.DOI:10.11907/rjdk.143043
一种改进的用户兴趣模型构建及应用
Construction and Application of an Improved User Interest Model
摘要
Abstract
This paper created with a characteristic matrix which is used to indicate user's interest ,can be established im-plicitly by mining the data from the website that users browsed and by the combination of the usage of multiple linear re-gression analysis user's browsing behavior .Then we get the improved user interest model that is based on the effective ex-ponent of K-Means clustering algorithm .Practical appliance indicates that the model can describe the preference of the us-er's interest effectively ,and improve the quality of individual service .关键词
Web挖掘/浏览内容/浏览行为/线性回归/聚类算法Key words
Web Mining/Browsing Content/Browsing Behavior/Linear Regression/Clustering Algorithm分类
信息技术与安全科学引用本文复制引用
梁弼,蒲国林,肖丽利..一种改进的用户兴趣模型构建及应用[J].软件导刊,2014,(9):141-143,3.基金项目
2011年四川文理学院自然科学项目(2011Z005Y);2011年四川省教育厅一般项目 ()