Ayaka Onohara
Ayaka Onohara is an assistant professor in data science at Rikkyo University in Japan.
Her research combines geospatial analysis, natural language processing and cultural evolution, with a focus on how places shape emotions and behaviour.
She actively explores FOSS4G tools and large language models in teaching and research to build reproducible, CLI-based geospatial workflows.
Session
11-20
09:05
5min
Evaluating LLMs as Intermediaries for FOSS4G CLI-based Geospatial Analysis
Nobusuke Iwasaki, Ayaka Onohara
This presentation investigates whether Large Language Models (LLMs) possess adequate knowledge to function as effective intermediaries between non-expert users and FOSS4G CLI tools. We assess the capability of current LLMs to correctly respond to queries requiring geospatial domain-specific knowledge and generate appropriate solutions for spatial analysis tasks.
Lightning talk
WG403