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The Research Of The Application Of Data Mining In The Mobile Communication

Posted on:2007-05-02Degree:MasterType:Thesis
Country:ChinaCandidate:R ZhaoFull Text:PDF
GTID:2178360185473816Subject:Software engineering
Abstract/Summary:PDF Full Text Request
In the past decade, the use of information technology in production and people's ability to significantly improve the collection of data, a database used for much business management, government office, scientific research and engineering development, the momentum will continue to develop. Thus, a new challenge was raised: In this era of information explosion, known as Information excessive almost everyone needs a face. Data Mining is the large, incomplete, noise and ambiguous, random data, which is implicit in the extraction, it is not known in advance, but is potentially useful information and knowledge process. Discovered knowledge can be used for information management, information optimization, decision support, process control, but also can be used for the maintenance of their own data. Therefore, the data tap is a broad cross-disciplinary; it brought together researchers in different fields, especially the database, artificial intelligence, numerical statistics, visualization, parallel computing, the scholars and engineers.Data Mining (DM) is one process that base on the algorithms of statistics and artificial intelligence to discovery new knowledge.The excavation on the general technical data on the status of the GSM cordial and explored excavation technology in the mobile data communications applications, including the application of the rules of relevance, and the establishment of data warehouses, data definitions and data excavation theme excavation process. The article highlighted the data link rules excavation methods. Apriori algorithm for the related rules in a practical application of detailed explanation and examples given application, the data tap into the ideas and methods of practical work which enhances efficiency.Man will GSM cordial alarms alarms information technology and information retrieval of data excavation combined excavation data analysis technology and network alarms combined Apriori algorithms based on the alarms acquisition and analysis systems. Facilitate rapid maintenance personnel useful warning information collection, analysis alarms causes, the failure to deal with shortened cycle.As a basis for the excavation data: data storage building and digging another key technical data: Decision tree in the market forecast quoted. In the field of mobile communication applications, and also gives the corresponding notes.
Keywords/Search Tags:Data Mining, Association rules, Apriori Algorithm
PDF Full Text Request
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