| 基于D_S证据理论的Web事务识别方法 |
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| 引用本文： | 梁杰,孙建伟,江飞. 基于D_S证据理论的Web事务识别方法[J]. 北京理工大学学报, 2009, 29(9): 807-810 |
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| 作者姓名： | 梁杰 孙建伟 江飞 |
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| 作者单位： | 北京理工大学,计算机网络攻防对抗技术实验室,北京,100081;中国人民解放军通信指挥学院,信息作战教研室,湖北,武汉,430015 |
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| 基金项目： | 国家部委基金资助项目 |
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| 摘 要： | 基于D_S证据理论,提出一种新的Web事务识别方法,融合多个特征对Web事务进行综合评判,并选取计算代价较小的特征及高效的融合规则,保证算法性能的高效. 实验结果表明,该方法与其他事务识别方法相比,具有更高的事务识别率.
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| 关 键 词： | Web使用挖掘 信息融合 D_S证据理论 事务识别 |
| 收稿时间： | 2008-07-11 |
Web Transaction Identification Method Based on D_S Evidence Theory |
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| LIANG Jie,SUN Jian-wei and JIANG Fei. Web Transaction Identification Method Based on D_S Evidence Theory[J]. Journal of Beijing Institute of Technology(Natural Science Edition), 2009, 29(9): 807-810 |
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| Authors: | LIANG Jie SUN Jian-wei JIANG Fei |
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| Affiliation: | LIANG Jie1,SUN Jian-wei1,JIANG Fei2(1.Lab of Network Defense Technology,Beijing Institute of Technology,Beijing 100081,China,2.Staff Room of Information Operations,PLA Comm,ing Communications Academy,Wuhan,Hubei 430015,China) |
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| Abstract: | Presents a novel Web transaction identification method based on Dempster-Shafer(D_S) evidence theory.This method fuses multiple features of Web session to decide whether user's interest is changed.Furthermore,light-computation features are used to develop an efficient fusion mechanism to guarantee high performance of the algorithm.Compared with other transaction identification methods,experimental results showed that our method achieves a high performance. |
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| Keywords: | Web usage mining information fusion D_S theory transaction identification |
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