Web Usage MiningYang, ChrisYang, Chris
Web用户访问模式挖掘是通过分析Web服务器的日志文件，以发现用户访问站点的浏览模式，为站点管理员提供各种利于Web站点改进或者可以带来经济效益的信息。数据预处理和挖掘算法是Web用户访问模式挖掘的关键技术。数据预处理的结果作为挖掘算法的输入直接影响用户访问模式挖掘的质量，而挖掘算法的选择与改进，更是保证挖掘成功的...
Web usage mining is the type of Web mining activity that involves the automatic discovery of user access patterns from one or more Web servers. As more organizations rely on the Internet and the World Wide Web to conduct business, the traditional strategies and techniques for market analysis need...
M (2000) Data mining of user navigation patterns. In: Web usage analysis and user profiling - Borges, Levene () Citation Context ...ght classify them into the usage information that reside within the internet purchasers, proxy servers and servers [6]. the Web usage mining method may be ...
随笔分类 - Web Data Mining SpeedTracer: A Web usage mining and analysis tool 摘要:SpeedTracer, a World Wide Web usage mining and analysis tool, was developed to understand user surfing behavior by exploring the Web server log files with data mining techniques. As the popularity of... ...
Analyzing a website or all of the Web. Web "usage" mining determines the navigation patterns of users on a site and is derived from the server logs. Web "structure" mining examines the link hierarchy of a site in order to improve navigation. Web "content" mining explores the data containe...
Web Usage MiningWeb server logsData PreprocessingPattern discoveryThe prolific growth of web-based applications and the enormous amount of data involved therein led to the development of techniques for identifying patterns in the web data. Web mining refers to the......
To analyze users' browsing behaviors, we employ a web usage mining approach on clickstream data. This approach employs sequential association rule mining in an innovative manner. Instead of seeking to identify rules of sequential association between specific web pages, as is customary in the ...
WebContentMiningWebPageContentMiningSearchResultMiningWebStructureMiningWebUsageMiningCustomizedUsageTracking(Personalized)2 GeneralAccessPatternTracking(Impersonalized)WebContentMining(1)DiscoverWebdocumentcontentpatternsusingdatamining+NLP+Multimediaprocessing.(运用数据挖掘自然语言处理多媒体处理技术发现运用数据挖掘+自然...
Data mining has the potential to be successful in identifying customer navigation patterns. However, it is also computer intensive and cannot provide satisfactory (real-time) response times with today's processing capability. To overcome this problem our toolset uses an architecture that combines: (1...