資料採礦雲端運算平台建置與應用之研究

雲端運算是透過網際網路的運算方式共享軟硬體資源和資訊，目前企業已感受到雲端運算降低成本和人力的好處，下一階段就會看到雲端運算結合資料採礦的速度價值。過去很多企業擁有高價值的顧客資料庫，卻往往受到技術上的限制或對資料採礦分析的不熟悉，無法勝任大量的資料處理與解讀，造成行銷及營運資源的浪費。有鑑於此，本研究以降低資料採礦的使用門檻及提高大量資料運算效能為目標，分析採用雲端演算方法輔以資料採礦技術建構平台的可行性及綜效。研究結論發現，將龐大的北市零稅率冒退案件資料導入資料採礦雲端運算測試平台後，使用者可以透過測試平台的步驟導引輕易的選擇適當的資料採礦方法，並有效的降低使用者在進行抽樣分析時所需要花費的硬體成本及時間，對於一般研究者甚至是企業內部員工，皆可以有效的提升效率，降低成本。

關鍵字

雲端運算；資料採礦

並列摘要

Cloud computing is a way of computing over the Internet to share hardware, software resources and information, the current cloud computing companies have felt the benefits of lower costs and manpower, and the next phase will see the speed of the value in data mining. Over the past ,many companies have high-value customer database, they are often subject to technical limitations or are not familiar with the analysis of data mining, and in waste of resources, For this reason, this study uses data mining to reduce the threshold and to improve operational performance , used cloud data mining techniques combined with the feasibility of building platform. Conclusion of the study found that the zero tax rate in Taipei will take a huge case information back into the test platform for cloud computing data mining, users can easily test the platform steps to guide the choice of appropriate data mining method, and effectively reduce the user during sampling and analysis required when the cost of the hardware cost and time, for the average researcher or even internal employees, both can effectively enhance the efficiency and reduce costs.