Ideas on how to continue the master thesis

• ==Create a free associated semantic network==.

  • Evaluate the quality and correctness of the generated semantic triples manually

    • classify them into categories (true, true in specific contexts, true but very general, false)

  • Implement a efficient navigation mechanism for free associated, infinitely dens semantic networks that is based on finite choices.

    • Measure how good a large language model is in finding a specific semantic triple within the free associated, infinitely dens semantic network

  • Test how good a large language model can navigate the semantic network only by looking at the predicates

  • Measure how good a large language model is in reconstructing concepts based on their semantic connections

• Convert semantic triples into sentences

• Extract semantic triples from sentences

• Explore ways to visualize the semantic network

• Explore how strong different areas of physics are connected to each other by counting the number of semantic connections that link concepts of different areas.

• Create a semantic network of questions and answers about physics topics

  • test-ability-of-telling-apart-lies-from-truth-in-different-areas

• Create a collection of the most versatil and meaningful predicates

  • Generate examples of semantic triples that are using a specific predicate

• Create a formula network

• Experimenting with merging mechanisms of concepts

• Physics ontologie creation with LLMs