Web Data Mining - Liu Bing
Web Data Mining - Liu Bing Web mining aims to discover useful information and knowledge from Web hyperlinks, page contents, and usage data. The field has also developed many of its own algorithms and…
Specifikacia Web Data Mining - Liu Bing
Web Data Mining - Liu Bing
Web mining aims to discover useful information and knowledge from Web hyperlinks, page contents, and usage data. The field has also developed many of its own algorithms and techniques.Liu has written a comprehensive text on Web mining, which consists of two parts. Although Web mining uses many conventional data mining techniques, it is not purely an application of traditional data mining due to the semi-structured and unstructured nature of the Web data.
The second part covers the key topics of Web mining, where Web crawling, search, social network analysis, structured data extraction, information integration, opinion mining and sentiment analysis, Web usage mining, query log mining, computational The first part covers the data mining and machine learning foundations, where all the essential concepts and algorithms of data mining and machine learning are presented.