Data Visualization with Vital AI, Wordnet, and Cytoscape

In this series of blog posts, I’ll provide an example of using the Vital AI Development Kit (VDK) for Data Visualization.

One of my favorite visualization applications is Cytoscape ( http://www.cytoscape.org/ ).  Cytoscape is often used in Life Science research applications, but can be used for any graph visualization need.  I highly recommend giving it a whirl.  In this example, we’ll create a plugin to Cytoscape to connect with the Vital AI software.

Wordnet is a wonderful dataset that captures many types of relationships among words and word categories, including relationships like “part-of” as in “hand is part-of an arm” and “member-of” as in “soldier is member-of an army”.  Wordnet was developed at Princeton University ( http://wordnet.princeton.edu/ ).

Because Wordnet contains relationships between words, it’s an ideal dataset to use for graph visualization.  The technique can be applied to many different types of data.

For this example, we will:

  • Generate a dataset using the source Wordnet Data ready to load into Vital AI
  • Create a plugin to Cytoscape to connect to the Vital AI software via the VDK API
  • Visually explore the Wordnet data, perform some graph analysis, and use the analysis output as part of our visualization.

Once complete, the Cytoscape interface viewing the Wordnet data via the underlying Vital AI VDK API will look like:

6a00e5510ddf1e883301a511ab3b61970c-800wi

Next Post: https://vitalai.com/2014/04/29/generating-a-wordnet-dataset-using-vital-ai-development-kit/

6 thoughts on “Data Visualization with Vital AI, Wordnet, and Cytoscape

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out /  Change )

Google+ photo

You are commenting using your Google+ account. Log Out /  Change )

Twitter picture

You are commenting using your Twitter account. Log Out /  Change )

Facebook photo

You are commenting using your Facebook account. Log Out /  Change )

Connecting to %s