Sentence examples for topic composition of from inspiring English sources

Figure 5 Topic composition of one publication abstract (Butt et al.[2013]).[2013]

Figure 6 combines the topic composition of all analysed documents and shows the distribution of topics for the combined document corpora.

We were nevertheless able to identify many topics with consistent semantics - see for example topic 30 ("education") or topic 95 ("birds") – and the topic composition of sample articles (see Figure 5) seemed to reflect the content well.

Figure 2 illustrates informally the intuition behind topic modelling: assuming that the topic composition of a document and the frequencies with which words appear in a topic are known, a document can be generated by iteratively choosing words from a topic according to the frequencies of the topics.

In order to do so we need to examine the topic composition of the experiments as well as the gene set composition of the topics.

Topic composition for each analysed document: the share of each topic in a given document.  .

For each document in the analysed corpus the resulting topic model will include a topic composition distribution which specifies the shares of each topic in a given document.

Topic modelling algorithms reverse this assumed document creation process in order to infer topics and topic compositions that best explain a set of observed variables, here represented by the word occurrences in a given set of documents.

At least one critic is entirely prepared to believe his own intellectual deficiencies are what led him to find the apparently direct correlation between the scientific topics and the composition of the music hard to grasp.

Topics: structure and composition of the atmosphere, fog and cloud formation, rainfall, local winds, wind energy, global circulation, jet streams, high and low pressure systems, inversions, el Niño, la Niña, atmosphere/ocean interactions, fronts, cyclones, thunderstorms, lightning, tornadoes, hurricanes, pollutant transport, global climate and atmospheric optics.

A former art historian, she had studied arcane topics like the chemical composition of an arsenic-based paint that may have caused the death of Napoleon.