Optimization of data collecting solution for Web usage mining
Received date: 1900-01-01
Revised date: 1900-01-01
Online published: 2008-07-15
王 铮 , 张君玉 . Web用法挖掘数据采集方案的优化设计[J]. 中国科学院大学学报, 2008 , 25(4) : 445 -451 . DOI: 10.7523/j.issn.2095-6134.2008.4.003
This paper focuses on optimization of data collecting solution for Web usage mining in order to improve operating efficiency of Web usage mining systems. Some strategies are introduced, like reducing redundancy, extending functions of elements to be collected, differentiating the submission based on elements classifying, advancing data preprocessing at client sides and so on. With these strategies, the efficiency of data storing, resources balancing, data analyzing and transferring are significantly improved.
Key words: Web usage mining; data collection; optimization; online ad
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