P6: A Declarative Language for Integrating Machine Learning in Visual Analytics

We present P6, a declarative language for building high performance visual analytics systems through its support specifying and integrating machine learning interactive visualization methods. As data analysis methods based on artificial intelligence continue to advance, solution can leverage these better exploiting large complex data. However, with is challenging. Existing programming libraries toolkits lack coupling By providing analytics, P6 empower more developers create applications that combine problem solving. Through variety of example applications, we demonstrate P6's capabilities show the benefits using specifications build systems. also identify discuss research opportunities challenges analytics.