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In Fig. 5a, where interest values are higher, both social topologies present similar behavior concerning the information diffusion dynamics.
The user interest is composed of a time series of the interest values associated with each second in a video sequence.
The epidemic equations were numerically solved and compared with simulation results for three indicative operational scenarios, yielding significant results on the impact of each associated factor (e.g., topology layer, interest values and time variedness) on diffusion dynamics.
Note that in Fig. 9, the ticks on the horizontal axis are not simple interest values, but they are the values of interest over a two-period time interval as shown in Fig. 8a.
Moreover, comparing Fig. 8a, b and more specifically the interest values 1, 2, ..., 10 in Fig. 8a with their corresponding control curves in Fig. 8b, it can be observed that the values of the optimal control follow a sinusoidal-like evolution being aligned with the sinusoidal evolution of users' interest.
Thus, in the simulation it becomes likely that the information propagation for a class terminates (a fact that becomes more probable when interest values are lower), whereas in theory there is always enough quantity of infected nodes to spread information if the users' interest for the latter increases.
Similar(46)
Scalia's importance and sheer interest value can hardly be exaggerated.
We don't always act in our self interest, valuing the present pleasure of eating a cookie much more than the future cost to the love handles.
Her highly personal cuisine delivers on so many levels: execution, flavour, interest, value … it's like she knows exactly what you're craving for dinner.
Rothermere, DMGT's largest shareholder with a personal interest valued at £421m as at the end of September, received a total remuneration package of almost £2m.
Group 1 has an interest value of 0.8 and Group 2 has an interest value of 0.2.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com