Sentence examples for influence probabilities from inspiring English sources

In addition, we identify three operational factors underlying social network effects, including interaction strength, structural equivalence, and social entity similarity, to model influence probabilities.

Topic separation in terms of influence probabilities is network dependent.

Table 2 provides statistics for the learned influence probabilities for every topic in Arnetminer and Flixster dataset.

Tang et al. apply factor graph analysis to obtain influence probabilities on edges from node topic distributions and the network structure [14].

Barbieri et al. [16] use their proposed TIC model and apply maximum likelihood estimation method on the action traces to obtain influence probabilities on edges for all 10 topics.

We found that there are a disproportionate number of edges with influence probabilities higher than 0.99, which is due to the lack of sufficient samplings of propagation events over these edges.

Estimation findings demonstrate us that sales, susidy, share of foreign ownership, competition incentive, scale of enterprise, domestic and foreign trade shares are very important factors to influence probability of invesment on R&D.

Table 2 Influence probability statistics Topic Nonzero Mean Std.

Shogenji (1999) differs: coherence of the whole cannot influence probability of the parts.

We use this unweighted dataset because we cannot find a social network dataset with influence probability available despite our best effort.

We smoothen these influence probability values by changing all the probabilities larger than 0.99 to random numbers according to the probability distribution of all the probabilities smaller than 0.99.