文章基本信息

标题：Big Data Platform of a System Recommendation in Cloud Environment
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作者：Jinhong Kim ; Sung-Tae Hwang
期刊名称：International Journal of Software Engineering and Its Applications
印刷版ISSN：1738-9984
出版年度：2015
卷号：9
期号：12
页码：133-142
DOI：10.14257/ijseia.2015.9.12.12
出版社：SERSC
摘要：Cloud Computing is one of the emerging technologies. This research paper aimed to outline cloud computing and its features, and considered cloud computing for machine learning and data mining. The goal of the paper was to develop a recommendation and search system using big data platform on cloud environment. The main focus was on the study and understanding of Hadoop, one of the new technologies used in the cloud for scalable batch processing, and HBase data model which is a scalable database on top of the Hadoop file system. Accordingly, this project involved the design, analysis and implementation phases for developing the search and recommendation system for staffing purpose. So, mainly the action research method was being followed for this.
关键词：Cloud Computing; MapReduce; Hadoop; Recommendation Algorithm