Sentence examples for big data analytical from inspiring English sources
The proposed architecture provides basic components to build necessary functionality for a cloud based big data analytical service for smart cities data.
In this paper, we propose the privacy-by-design paradigm to develop technological frameworks for countering the threats of undesirable, unlawful effects of privacy violation, without obstructing the knowledge discovery opportunities of social mining and big data analytical technologies.
This principle requires that in the design of big data analytical frameworks we should consider that we need no collection of personally identifiable information, unless a specific purpose is defined.
Though the role of big data analytical techniques, platforms, tools are realized among various domains, their impact on healthcare organization for implementing and delivering novel use-cases for potential healthcare applications shows promising research directions.
Although Baidu does not publish raw data on the number of searches, it has built separate indicators on the levels of media and users' attention on a topic by applying big data analytical techniques to the raw data.
In this paper we elaborate on the above ideas and instantiate the privacy-by-design paradigm, introduced by Anne Cavoukian [19], in the 1990s, to the designing of big data analytical services.
From content analysis of 26 big data implementation cases in healthcare, we were able to identify five big data analytics capabilities: analytical capability for patterns of care, unstructured data analytical capability, decision support capability, predictive capability, and traceability.
Figure 3 Big data analytic components for analytical engine.
Fortunately, big data analytics, which leverages analytical methods to obtain insights from data to assist decisions, can help the design and operation of control and management in SDRAN.
In terms of big data analytics, the challenges are mostly scientific, computational, and analytical in nature.
