Sentence examples for data veracity from inspiring English sources
In this paper, a Category-based Context-aware and Recommendation incentive-based reputation Mechanism (CCRM) is proposed to defend against internal attacks and enhance data veracity in MCC.
An important but often overlooked V of big data is data veracity, which ensures that the data used are trusted, authentic, accurate and protected from unauthorized access and modification.
Modern cloud-based service architectures have to cope with requirements arising from handling big data such as integrating heterogeneous data sources (variety), storing the large amount of data (volume), keeping up with the frequency of data (velocity), and tolerating errors and faults within the data (veracity).
The problem of data veracity addresses the need to verify humanitarian/crisis data, so that the credibility of data sources is established (e.g., by verifying metadata which is data about data, that describes the content and context to ensure that data is reliable) and humanitarian efforts are not derailed through the spreading of incorrect or stale information.
Volume pertains to vast amounts of data, Velocity applies to the high pace at which new data is generated, Variety pertains to the level of complexity of the data, Veracity measures the genuineness of the data, and Value evaluates how good the quality of the data is in reference to the intended results.
These data are considered to be Big Data given the volume of data available, the variety of structured and unstructured data including clinical consultation notes and the variable data veracity including multiple sources (clinicians, patients, caregivers) and ambiguities (spellings, abbreviations).
He writes that his interest in the data's veracity was piqued by an apparent large disparity in the figure for the concentration of wealth ownership in Britain used by Mr Piketty and that reported by Britain's Office for National Statistics.
Our study relied on self-reported data, the veracity of which cannot be assured.
Transcripts were not returned to participants for comment or correction due to the expected high proportion of participants unable to read or write to a sufficient level to undertake this task, though verifiable facts were checked with the quantitative data for veracity.
The comparison demonstrated that the incorporation of DSX data improves the veracity of musculoskeletal dynamic modeling.
While I don't know what specialty I will pursue, or even where and with what patient population I'll end up working, the ability to sift through data, determine the veracity of sources, and to synthesize a narrative, was the product of an undergraduate curriculum that trained me to think, and these skills have been tremendously helpful both at my job, and certainly in medical school.
