| 基于行为采集系统的用户特征挖掘及分析 |
| |
| 引用本文： | 王存睿,王元刚,陈婧,杨雨.基于行为采集系统的用户特征挖掘及分析[J].大连民族学院学报,2011,13(3):296-300. |
| |
| 作者姓名： | 王存睿 王元刚 陈婧 杨雨 |
| |
| 作者单位： | 大连民族学院计算机科学与工程学院,辽宁大连,116605 |
| |
| 摘 要： | 结合用户行为时间序列和操作频次,融合FP-GROWTH算法设计了用户特征挖掘算法,建立网络形式的用户行为特征表达方法,设计了相应的用户行为采集系统,给出了相应的设计框架和存储结构。并以高校学生为研究对象采集了相应的数据对系统进行测试,实验结果表明该系统可以捕捉和分析用户行为,并对用户的习惯行为进行表达,进而揭示用户的行为习惯。
|
| 关 键 词： | 数据挖掘 行为特征 用户行为网络 |
Mining and Analysis on User's Features Based on Behavior Acquisition System |
| |
| WANG Cun-rui,WANG Yuan-gang,CHEN Jing,YANG Yu.Mining and Analysis on User's Features Based on Behavior Acquisition System[J].Journal of Dalian Nationalities University,2011,13(3):296-300. |
| |
| Authors: | WANG Cun-rui WANG Yuan-gang CHEN Jing YANG Yu |
| |
| Institution: | WANG Cun-rui,WANG Yuan-gang,CHEN Jing,YANG Yu(College of Computer Science & Engineering,Dalian Nationalities University,Dalian Liaoning 116605,China) |
| |
| Abstract: | A software system of user's behavior acquisition that gives the corresponding design frame and storage structures has developed.A mining algorithm of user features has also designed.An expression method of user's behavior features in the form of network has established,which is with the combination of user's behavior in time series and operating frequency,and with the fusion of FP-GROWTH algorithm.University students had been chosen as the study objects and had offered the corresponding data for the system ... |
| |
| Keywords: | data mining behavior feature network of user's behavior relationship |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
|
