Sentence examples for topic modelling from inspiring English sources
The application of probabilistic topic modelling for characterizing the shared topical landscape of publications on citizen science and forest monitoring confirmed that the method is useful as a scalable approach for a meta-analysis of large document collections in the chosen domain.
Figure 2 Informal explanation of the intuition behind topic modelling (adapted from (Blei[2012])).
Table 1 lists a sample selection of the 100 topics returned by the topic modelling algorithm for our document corpus.
LDA has emerged as a reliable and popular topic modelling approach successfully applied in many different domains.
Throughout this paper the abbreviations TM and LDA are used interchangeably to indicate topic modelling through the application of LDA.
It's a field called probabilistic topic modeling.
In this research, we propose the character word topic model (CWTM) to consider the character word relation in topic modeling.
We used topic modeling to synthesize the "topics" from 1540 comments.
Text-based topic modeling typically reveals that any one document is a mixture of different topics.
"Latent topic modeling for text analysis" presents methodological details underlying non-negative matrix factorization as a method for topic modeling (Lee and Seung 1999).
