文章基本信息

标题：Big Data Attributes and Knowledge Discovery Process: An Empirical Analysis of the Anticipated Mediating Role of Cloud Computing
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作者：Safinaz BanyFayyad ; Firas M. Alkhaldi
期刊名称：Information and Knowledge Management
印刷版ISSN：2224-5758
电子版ISSN：2224-896X
出版年度：2017
卷号：7
期号：10
页码：27-36
语种：English
出版社：International Institute for Science, Technology Education
摘要：This study attempt to investigate whether cloud computing can act as a facilitating agent in support of knowledge discovery from big data. The study proposed a number of propositions to investigate this possible effect and impact between computing cloud, big data and knowledge discovery. The telecommunication industry was selected as the research population and the study sample covered the main leading telecommunication companies in Jordan. A survey questionnaire was developed and distributed to a selected study sample. The proposed models of the study were tested using factor analysis and PLS method. The results indicated that there is no mediation effect as proposed by the research model between cloud computing characteristics and knowledge discovery processes via could computing. The results also revealed that big data attributes has a direct significate impact on a selected knowledge discovery processes and a selected cloud computing characteristics. The study also advised on some interesting finding on the three domains of the study.
其他摘要：This study attempt to investigate whether cloud computing can act as a facilitating agent in support of knowledge discovery from big data. The study proposed a number of propositions to investigate this possible effect and impact between computing cloud, big data and knowledge discovery. The telecommunication industry was selected as the research population and the study sample covered the main leading telecommunication companies in Jordan. A survey questionnaire was developed and distributed to a selected study sample. The proposed models of the study were tested using factor analysis and PLS method. The results indicated that there is no mediation effect as proposed by the research model between cloud computing characteristics and knowledge discovery processes via could computing. The results also revealed that big data attributes has a direct significate impact on a selected knowledge discovery processes and a selected cloud computing characteristics. The study also advised on some interesting finding on the three domains of the study. Keywords: Cloud computing characteristics, big data attributes, knowledge discovery processes in database, PLS method.
关键词：Cloud computing characteristics; big data attributes; knowledge discovery processes in database; PLS method.