Location
Hilton Waikoloa Village, Hawaii
Event Website
https://hicss.hawaii.edu/
Start Date
7-1-2025 12:00 AM
End Date
10-1-2025 12:00 AM
Description
Structural Equation Modeling (SEM) is widely used for causal analysis, but path diagrams generated by Structural Equation Modeling are difficult to understand for those who do not have knowledge about SEM. Therefore, by describing path diagrams as the result of Structural Equation Modeling in writing, the people who does not have relevant knowledge can obtain useful information from path diagrams. We propose a method to convert path diagrams into descriptive text based on Large Language Model.
Recommended Citation
Saga, Ryosuke and Liu, Songyi, "LLM-based Textualization from Illustrated Path Diagram" (2025). Hawaii International Conference on System Sciences 2025 (HICSS-58). 5.
https://aisel.aisnet.org/hicss-58/da/data_science/5
LLM-based Textualization from Illustrated Path Diagram
Hilton Waikoloa Village, Hawaii
Structural Equation Modeling (SEM) is widely used for causal analysis, but path diagrams generated by Structural Equation Modeling are difficult to understand for those who do not have knowledge about SEM. Therefore, by describing path diagrams as the result of Structural Equation Modeling in writing, the people who does not have relevant knowledge can obtain useful information from path diagrams. We propose a method to convert path diagrams into descriptive text based on Large Language Model.
https://aisel.aisnet.org/hicss-58/da/data_science/5