The research problem is defined – the need for automating the narration and visualization of the complicated business processes for people with different types of sensory learning. The research methodology is created and discussed; a literature review is made to help find possible solution; diagram sources are chosen; a conceptual solution is discussed and proposed. A prototype experiment that uses LLMs is set up as proof of concept. The diagrams are analyzed using the prototype and the results are discussed. Conclusions on the applicability of this type of technology are made, and it is found that there is benefit from using the chosen or similar approaches for these purposes. Future directions for related research are proposed.

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Generating Synthetic Audio Information on Data Flow Between Software and Business Architecture Layers

  • Desislava Atanasova,
  • Vasil Kozov,
  • Kameliya Shoylekova,
  • Boyana Ivanova,
  • Rumen Rusev

摘要

The research problem is defined – the need for automating the narration and visualization of the complicated business processes for people with different types of sensory learning. The research methodology is created and discussed; a literature review is made to help find possible solution; diagram sources are chosen; a conceptual solution is discussed and proposed. A prototype experiment that uses LLMs is set up as proof of concept. The diagrams are analyzed using the prototype and the results are discussed. Conclusions on the applicability of this type of technology are made, and it is found that there is benefit from using the chosen or similar approaches for these purposes. Future directions for related research are proposed.