Topic Exploration via Verified Components

The output of a topic model can be hard to navigate when you have many topics.
The Topic Explorer View verified component automatically generates for you a user interface.
You can use it locally on KNIME Analytics Platform or remotely by deploying it on KNIME Server or KNIME Business Hub.

This component also works if you train your topic model with the Topic Extractor (STM) verified component.

For more details on the Topic Explorer View and the Topic Scorer (Labs) inside check the links below.

External resources

• Verified Components project - knime.com
• Optimizing semantic coherence in topic models - Mimno et al 2011, Proceedings of the Conference on Empirical Methods in Natural Language Processing 2011
• Summarizing topical content with word frequency and exclusivity - Bischof and Airoldi (2012), Proceedings of the 29th International Coference on International Conference on Machine Learning
• Topic Explorer View - KNIME Community Hub
• “PoliBlogs08” data set by Eisenstein and Xing 2010