Applying AI and data science to social good is exciting,
but there are special challenges:
Similar challenges in any social good enterprise involving complex, data-driven questions
Our motivation: create a cloud platform for collaborative data science
Equipped with AI features such as:
These features require a rich, machine-interpretable representation of platform content
Our contribution in one line:
Automatically extract a dataflow representation of a data analysis, which is interpretable by machines
Our system is based on dynamic program analysis. At highest level, three steps:
A dream: a knowledge ecosystem that is fully
If realized, could initiate a paradigm shift for social good, fundamentally changing the way that stakeholders collaborate and share knowledge.