Data mining

Data mining techniques

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data mining techniques

Data mining is the process in which there is analysis of data form different angle and perspectives and summarizing the same data into the relevant information. This kind of information could be utilized to increase the revenue, cutting the costs or both. (see data mining definition)

There are three primary techniques used in data mining. They are:

  • Classification: generalizing known structure to apply to new data.
  • Clustering: discovering groups and structures in the data
  • Association rules: searching for relationships between variables

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Types of web mining

web-mining-definitionThe world wide web, www or web is becoming a complex universe. Naturally, deriving something valuable out of it is targeted use of web mining. The application of data mining techniques in to the web and by that process deriving a higher sense of the mess is called web mining. When we say web here, it may be the content; contents like text, images, audio, video etc., that numerous web sites are holding. Or it may the structure of the web, like hyper links, tags etc., or it may be the usage statistics or logs.

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Data mining examples

data-mining-examplesA world famous life sciences company wants to do a prestigious new drug promotion. The requirement is that it wants to find out who are their top notch sales representatives to do the job. The selection should be scientifically done and based on years and years of performance data in their data warehouse.

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Web mining

web-miningWeb mining means employing the technique of data mining into the documents on the net. Web mining can be used for studying varied aspects of a site can recognize the patterns and relationships in the user behavior so as to get the insight in crucial information. For instance, In order to improvise accessibility quotient of the website, you surely need to have the knowledge of the crucial points that have to be improvised. The web mining service gives you required results. Web mining takes into account, the IP address of the visitors of the website, cookies, browser logs, etc.

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Data mining definition

data-miningData mining is the process in which there is analysis of data form different angle and perspectives and summarizing the same data into the relevant information. This kind of information could be utilized to increase the revenue, cutting the costs or both.

Data mining software is mainly used for analyzing data and also assists in accumulation of data for the different sources and categorize and summarize the given data into some useful form.

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