Handbook of Data Mining Knowledge Discovery
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Data mining - Data mining, also known as knowledge-discovery in databases (KDD), is the practice of automatically searching large stores of data for patterns. To do this, data mining uses computational techniques from statistics, machine learning and pattern recognition.
Text mining - Text mining, also known as intelligent text analysis, text data mining or knowledge-discovery in text (KDT), refers generally to the process of extracting interesting and non-trivial information and knowledge from unstructured text. Text mining is a young interdisciplinary field which draws on information retrieval, data mining, machine learning, statistics and computational linguistics.
Data stream mining - Data stream mining is the process of extracting knowledge structures from continuous, rapid data records. Examples of data streams include computer network traffic, phone conversations, ATM transactions, web searches and sensor data.
Web Mining - Web mining and web usage mining is the application of data mining techniques to discover usage patterns from the Web in order to better understand and serve the needs of Web-based applications. It is an activity that involves the automatic discovery of patterns from one or more Web servers.
handbookofdataminingknowledgediscovery
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