We find (1) some significant positive correlation between users' demographics and their physical/Web activities; (2) that WiFi/Web logs closely reveal user behaviors that were surveyed by the questionnaire; (3) that different CPS behaviors dominate the predictability of different demographics; (4) the log-based behavioral attributes perform comparably to customer self-declared features.
The predictability of behavioral chains in ADHD has been investigated using autocorrelations, where serial correlations between instances of behavior are calculated across the entire data set (e.g. the correlation between response n and response n + 1, between response n and response n + 2, …).
Additionally, the theory suggests that the sequencing of behavioral units into orderly, predictable chains of behavior is deficient in ADHD, producing short chains of behavior with overall low predictability.
On any one day and at any one time, people with AAd can present with very inconsistent apparent interests and preferences, although there are some predictability and patterns to prevailing behavioral problems [ 47, 48].
We therefore conducted an additional behavioral experiment to determine to what extent our predictability effect depends on conscious apparent motion perception.
For both measures, performance was enhanced by audiovisual synchrony (even though this synchrony in itself gave no information about whether a particular event was a target or nontarget); but there was no impact of the temporal predictability of the stimulus trains on behavioral target detection.
Several attempts have been made to influence problem-solving skills, like MACT [ 30], STEPPS [ 31] (Systems Training for Emotional Predictability and Problem Solving, and BATD [ 32] (Behavioral Activation Treatment for Depression).
We next turn to the possible relation of the audiovisual synchrony impact on BOLD in the STS ROI, that was unaffected by predictability, to the corresponding impact of audiovisual synchrony on behavioral target detection (cf. Fig. 2), which likewise was not modulated by predictability.
But we note also that here behavioral target detection was not affected by the particular interaction between predictability and synchrony that arose for right inferior parietal cortex, only by audiovisual synchrony (as for STS and STG).
Our results indicate that STS is sensitive to audiovisual synchrony, regardless of temporal predictability, and may mediate the impact of audiovisual synchrony on behavioral sensory performance.
