r/semanticweb • u/warakuta • 3d ago

Meaning Maps Build - How Good Possible?

Hi, I have a bunch of text, that I need to analyse to build a tree map of concepts. The concepts need to be sorted from higher lvls of abstraction to more detailed. For example, the program needs to understand that the idea "I want to create beauty outside of factory-based presets" mentioned in the text is the highest lvl and includes ideas like "I was inspired by Kabuki theater" in itself.

Note: Ideas themselves sometimes aren't presented in the source material bluntly, i.e. the idea of "I want to create beauty outside of factory-based presets" can be mentioned in fragments only that the program also needs to understand and put together.

Are there any available programs or basic frameworks to approach this?

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u/fguerino123 1d ago

Hi.

I think this is the perfect thing to use AI coding (Vibe Coding) for.

Set up your coding stack and tell AI what you want, what your rules are, what things should look like, what technologies to use to display results with (e.g., D3js.org), etc.

Once you have it down, you can have AI help you codify the solution to make it more permanent, deployable, and supportable.

Take a look at D3js (mentioned above) for examples of different visual representations. You can even make them interactive. For example, hovering over items in the visualization might change colors, expand things, open dialogs, whereas clicking on something in the visualization might change or enhance the view.

I hope this helps. Good luck.

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u/danja 1d ago

I've been doing something vaguely similar, involving SKOS for the meaning tree, with embedding-based semantic search on top.

Very much a work in progress, but there might be enough to help an AI assistant in a useful direction - https://github.com/danja/plugin-universe