A CSVAI Schema for AI-enhanced Data Science and Analysis

CSV on the Web Community Group,

Hello. I am excited to share some new ideas involving a theorized extension schema for CSVW, "CSVAI", intending to extend and accompany CSVW schema metadata to enable or to simplify AI-enhanced data-science and analysis scenarios.

I'm hoping to enable and simplify multimodal conversational user experiences for CSV-based data.

I'm envisioning AI agents capable of loading CSV-based data with accompanying descriptive metadata and also advanced software tools generating AI agents to provide conversational user interfaces for indicated CSV-based data with accompanying descriptive metadata.

It may be the case that CSVW and other existing schemas like Dublin Core, together, suffice entirely for AI-enhanced data science and analysis scenarios. It may also be, as I'm exploring, that adding a special-purpose CSVAI schema, would benefit these scenarios.

As interesting, here is a hyperlink to some unfolding notes on these topics: https://github.com/AdamSobieski/Narratology/blob/main/Content/CSVAI.md .

What do you think of these ideas? Thank you for any feedback, questions, or comments to improve upon them.


Best regards,
Adam Sobieski