基於雲端運算架構建立資料採礦平台

The Data Mining Analysis Platform Base on Clouding Computing

簡孝竑(Siao-Hong Jian) ； 鄧家駒(Gia-Khy Tang) ； 李勝輝(Sheng-Hui Lee)

《Journal of Data Analysis》 9卷2期 (2014/04) Pp. 39-67

https://doi.org/10.6338/JDA.201404_9(2).0004

摘要

近年來，雲端運算在資訊領域中是最熱門話題之一，使用者可以不論時間、地點透過任何可連上網際網路的設備，取得想要的資料，甚至進行分析。除了可以節省運算時間外，也可以降低企業或個人的運算成本。本研究將以雲端運算即時且快速之特性，建構一個資料採礦平台。最近數據成長的速度已超乎我們的想像，此平台結合雲端運算可以提供分析大量數據。且使用者無須了解太多的程式語言，即可依循平台提供的資料採礦流程，快速簡易的完成初步資料分析的動作。本研究的資料採礦系統操作簡易，只需要選取所要預測的目標變數和建模的解釋變數即可分析，分析資料流程也依循CRISP-DM建立此平台。

關鍵字

雲端運算 ； 資料採礦

並列摘要

In recent year, Cloud Computing has become one of the hot topics in the area of information technology. It is easy to get information which users want by connect to internet. It could save operation time, and make cost down. This study will establish an analysis platform based on its immediateness and its high-speed characteristic. The amount of data grow in unimaginable speed, the analysis platform can analysis big data. And that users do not need to know other programing codes or formulas about the results, they can easily analysis data with this platform. The user can operate the system easily, and the user need only select the target variable and explanatory variables. In addition, the analysis process follow the CRISP-DM.

並列關鍵字

Cloud Computing ； Data Mining

參考文獻

https://link.springer.com/article/10.1023%2FA%3A1010933404324