The Application of Data Mining Technology for Air Force Line Data Analysis
碩士 === 國立交通大學 === 管理學院碩士在職專班資訊管理組 === 92 === Data Mining is the process of automated extraction of hidden predictive information from databases and finding new and potentially useful knowledge from it. Data mining, the extraction of hidden predictive information from large databases, is a powerful n...
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| Format: | Others |
| Language: | zh-TW |
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2004
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| Online Access: | http://ndltd.ncl.edu.tw/handle/06760331663107412245 |
| Summary: | 碩士 === 國立交通大學 === 管理學院碩士在職專班資訊管理組 === 92 === Data Mining is the process of automated extraction of hidden predictive information from databases and finding new and potentially useful knowledge from it. Data mining, the extraction of hidden predictive information from large databases, is a powerful new technology with great potential to help us to focus on the most important information in data warehouse since decision support requires historical, summarized, and consolidated data from one or more operational databases over a long period.
Data which is used in decision support is typically subject-oriented and integrated, and its relative importance can change across time. This research aimed at applying data warehousing and data mining technology to the decision support system of military data. We pilot test this data mining for decision support methodology in the tactic air force line data analysis.
The main results of this research including designing a data mining model that can be built on the data warehouse system to meet the required analysis needs of tactics air force line. Study the relative literatures of Data warehouse and data mining. Design architecture for Data warehouse and data mining system based on the need of defense of Air Force. Analysis architecture for Data warehouse and data mining system based on the need of defense of Air Force using classification method to support decision-makers much easier in relevant decision-making. Implement a prototype model for Data warehouse and data mining system based on the need of defense of Air Force.
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