IEEE Computational Intelligence Magazine · 2014 · 284 citations · 46 references
ComputingData ScienceBig Data AnalyticsData AnalyticsData ManagementData AnalysisData IntegrationData SharingData-driven Decision MakingBig Data Analytics ArchitectureBig Data ArchitectureGovernment Data AnalyticsMultidisciplinary Collaboration
Big Data has become a major trend, driving research, industry, and government applications, and is viewed as a powerful raw material that can influence multidisciplinary research and organizational performance. The paper aims to share authors’ data‑analytics perspectives on the opportunities and challenges of Big Data and to stimulate discussion rather than deliver a comprehensive survey. The authors compile diverse viewpoints from varied geographic regions, research backgrounds, affiliations, and professional experiences.
"Big Data" as a term has been among the biggest trends of the last three years, leading to an upsurge of research, as well as industry and government applications. Data is deemed a powerful raw material that can impact multidisciplinary research endeavors as well as government and business performance. The goal of this discussion paper is to share the data analytics opinions and perspectives of the authors relating to the new opportunities and challenges brought forth by the big data movement. The authors bring together diverse perspectives, coming from different geographical locations with different core research expertise and different affiliations and work experiences. The aim of this paper is to evoke discussion rather than to provide a comprehensive survey of big data research.
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The Structure and Function of Complex Networks
Michael Newman · SIAM Review · 2003 · 18.7K citations · Full text