- 期刊
- OpenAccess
以R軟體與雲端技術為平臺的統計資料分類框架構想
Framework for Data Classification: A Platform with R Software and Cloud Computing
摘要
隨著電腦技術的發展，資料的存儲量成倍的增長，資料分類技術因其廣泛的應用性受到學界和商界等不同領域的關注。針對多種不同類型資料展開的資料分類研究也都已經取得了一定的進展。並且一經出現就得到各個領域的重視。依託R軟體為基礎的資料分類演算法在整個資料分析過程中佔有重要的地位。本文的研究思路是期望將以R軟體與雲端技術為平臺的統計資料分類系統擴充成為一項網路服務，使得R軟體的廣大使用者將能夠透過Web介面輕鬆的使用R軟體，通過導入電腦協同運算的雲端技術協助負擔資訊分析所需要用到的大量運算效能。通過搭建這樣的平臺，R軟體使用者只需要將資料上傳至平臺，對資料分類工作進行簡單的描述，就可以實現即時、線上的資料分析，並得到相應的資料分析結果。
並列摘要
With the development of computer technology, the data storage capacity grows exponentially, and the technology of data classification attracts a lot of attention because of its wide application in the academic and business communities. The data classification algorithm based on R software has caused wide public concern in the data analysis. This paper aims to build a computing platform for statistical data classification which combining R software and cloud technology. This service can help users freely and conveniently use R software to construct the classification model and derive the output through the web. It completes a large amount of computing operations for information analysis by the cloud computing. Utilizing such a net service, the users of R software only need to upload data to the platform and provide a simple description of the data classification. They can achieve real-time, online data analysis and get corresponding results.