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The final predictions were obtained using the k-NN algorithm together with the trustworthiness among users.
Veracity in Big Data deals with the trustworthiness or usefulness of results obtained from data analysis, and brings to light the old adage "Garbage-In-Garbage-Out" for decision making based on Big Data Analytics.
The final prediction with trust is calculated according to Eq. 5, i.e. the standard k-NN prediction of the user ratings together with the trustworthiness values of all selected neighbours.
What is valued is editorial autonomy and the reputation of the media which is associated with the trustworthiness of the medium.
Similar(56)
Mr. Lazio sought to intertwine campaign finance reform with another favored theme, the trustworthiness of Mrs. Clinton, by noting she made a similar pledge in May.
SCORECARD -- The negative commercial, as with several others questioning the trustworthiness of Mrs. Clinton, comes as two polls this week suggested that voters were developing a negative perception of Mr. Lazio, based in part on his performance in last week's debate.
The continental divide is still marked on maps of Colorado with some exactitude, but the trustworthiness of this line has become questionable.
All themes are presented with quotations to ensure the trustworthiness of the information provided.
For SU i, if its trustworthiness degree is lower than a certain threshold, i.e., Tru i L ≤ β, then it is regarded as a malicious SU and will be discarded from the following step at the L th sensing slot; otherwise, the BPAs of SU i are adjusted by FC with the corresponding trustworthiness degree m i L ∗ H 0 = Tru i L ⋅ m i L H 0 (27) m i L ∗ H 1 = Tru i L ⋅ m i L H 1 (28).
It empowered each individual vehicle with the capability of evaluating the trustworthiness of the possibly large amount of messages received in VANETs, without relying on any infrastructure support such as roadside units or central servers.
Gurung et al. [7] proposed an information-oriented trust model that empowers each individual vehicle with the capability of evaluating the trustworthiness of the possibly large amount of messages received in VANETs, without relying on any infrastructure support such as roadside units or central servers.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com