Sentence examples for topic distributions from inspiring English sources

They focus on inference of social influence from topic distributions or joint inference of influence diffusion and topic distributions.

We use topic distributions to measure clustering among formally recognized crime types.

A few studies look into the interplay of social influence and topic distributions [14, 20 22].

This could bring more insights to the interplay between topic distributions and influence diffusion, which could guide future algorithm design.

Based on the results of LDA, we quantify the similarity of journals and countries/regions in terms of their aggregated topic distributions.

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

Instead of using Fisher similarity function for categorization using topic distribution probabilities, AdaBoost is employed to build a robust classifier using PLSA topic distribution probabilities as feature.

The cumulative topic distribution in Figure 6 includes only topic proportions greater than 0.02.

Moreover, the Dirichlet prior to the per-document topic distribution significantly reduces the effect overfitting.

TPR resorts to Wikipedia articles to train a topic distribution for terms to assist keyphrase extraction.

The ART model [85] describes the per message topic distribution based on author and recipient pair.