西华大学学报(自然科学版)2011,Vol.30Issue(3):101-106,6.
基于用户相似度计算的导航类意图分类研究
Study on the Classification for Navigation Query Intention Based on User Similarity Calculation
摘要
Abstract
This paper presents the coefficient of users'sessions Avgl(p) according to the problem for neglecting the users'leve of interest in the page in some session, which is in the calculation of users' session similarity.Also,it introduces a new calculation method for the level interest,of users' sessions, combining Jacobian similarity coefficiet, CM coefficient.On this basis, combining classification of two types of navigation,i.e., direcl navigation and indirect navigation.Experimental resu1ts show that the algorthm can antoatically acquire users' search intention under navigation, and provide relevant results and further navigation based on the in关键词
Web日志/数据挖掘/用户会话/相似度/导航意图Key words
Web log/data mining/user session/ similarity/ navigation intention分类
信息技术与安全科学引用本文复制引用
任豪栋,贾年..基于用户相似度计算的导航类意图分类研究[J].西华大学学报(自然科学版),2011,30(3):101-106,6.基金项目
四川省网络智能信息处理高校重点实验室(SGXZD1002-10) (SGXZD1002-10)
西华大学研究生创新基金项目(Ycjj200915) (Ycjj200915)