To illustrate how our deviation detection mechanism filters out unfair recommendations, this section provides an example that goes through each step of our proposed approach.
However, in this paper, we have further presented a deviation adjustment mechanism based on the SVR by using the non-rating features.
From Table 3, we can see the deviation adjustment mechanism has indeed further lowered the value of MAE with both the traditional collaborative filtering and our PF.
In order to verify the effectiveness of our deviation adjustment mechanism, we selected (k_{u} = k_{s} = k = 80), for (k) = 80 is the best neighborhood size with regard to our PF algorithm.
A competitive distribution of auctions (Peters 1997) is robust to the possibility of a seller's deviation to any arbitrary mechanisms, let alone direct mechanisms because the sufficient condition for the robustness is embedded in its notion of equilibrium.
We propose that this difference in rates is the direct consequence of a kinetic change in dissolution mechanism with deviation from equilibrium conditions.
It was found that a balance between surface diffusion and charge transfer reaction rate is a critical factor in dominant nucleation mechanism and deviation from the equilibrium could remarkably alter the nucleation regime and also nanostructure of the deposit.
Based on these observations, the very early stage of twin nucleation can be attributed to the pole mechanism with deviation proposed by Cohen and Weertman or to the model of Miura, Takamura and Narita, while the twin growth is controlled by the pole mechanism proposed by Venables.
Here we describe studies that reveal a deviation in the canonical mechanism for this family of flavin-dependent monooxygenases, as well as the reason for the unusually inefficient activity of PCP hydroxylase (see Figure 2).
Terakawa et al. (2016) also demonstrated slight deviation of the focal mechanisms of swarm activity from the typical type in the east flank (longitude: 137.6° 137.7°, latitude: 35.85° 35.95°) for a week before the 2014 eruption.
