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To measure the energy consumption through the number of transmissions, we first define user degree d(i).
This makes the resulting distribution of user degree similar to that in the real data (see Figure 2(a)).
Meanwhile, the results for the synthetic networks indicate that user degree should be considered in real rating systems due to users' rating behaviors.
Since we find a high correlation between user activity and user degree in the social network, this normalization reduces the importance of influential highly connected users.
In this paper we present an improved iterative algorithm for online ranking object quality and user reputation in terms of the user degree (IRUA), where the user's reputation is measured by his/her rating vector, the corresponding objects' quality vector and the user degree.
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In order to optimize the overall system performance as well as users' degree of satisfaction, the following utility-based power and rate allocation optimization problem must be solved at the scheduler at every time slot (13).
On the other hand, real-time users' degree of satisfaction does not increase in a linear or concave way along with their throughput maximization (as in the case of NRT users), but according to their fixed data rate expectation fulfillment, as well as their short-term QoS requirements satisfaction due to their delay sensitive nature (e.g., sigmoidal form).
Yes, it has improved in the newest version of Google Maps, but while it has colored traffic layers to show users degrees of traffic, it doesn't seem on par with Waze's in-route, constantly-updated traffic info.
In detail, our experiments are to predict male users' personality based on female users, predict non-Guangdong users' personality based on Guangdong users and predict male users' depression degree based on female users.
Muchnik et al. examined the correlation between a user's degree and activity, and found that activity has a causal increasing effect on degree [13].
It is also extracted the user school degree (High School, Undergraduate, Graduate, Postgraduate).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com