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Develop a joint programme plan that sets out what data needs to be collected to measure impact and a coherent approach to data collection and analysis, which uses existing systems as far as possible.
The big data collection and analysis posits the problem that data needs to be collected in such a way that it represents the actual need and not, for example, the statistic about the access to the Internet or the availability of cell phones which might be different between parties of a conflict (see also above Veracity, Verification, and Validity).
Furthermore, researchers have the added convenience that the study area can be re-visited whenever needed — for instance, when more data needs to be collected or when additional supervision or quality control is needed during the data collection phase (Clarke et al. [2010]; Rundle et al. [2011]).
In addition, more data needs to be collected to reliably train the machine learning algorithms.
What type of data needs to be collected (modality and dimensional)?
Data on their nutritional status can be a powerful tool for informing communities and governments about the nature, extent and consequences of malnutrition, but data needs to be collected regularly, analysed and disseminated.
Similar(42)
"To pinpoint the cause of the changes, more data need to be collected.
"For any of this to function, enormous amounts of data need to be collected on the location of everything about users," notes Murakami Wood.
To accurately identify the type of bearing fault, large amounts of vibration data need to be collected.
To realize the promise of this sort of intelligent infrastructure, huge amounts of data need to be collected and analyzed on a real-time basis.
To achieve an accurate forecast, large volumes of data need to be collected over a wide range of regions to act as forecast model boundary conditions.
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