2026
B — Core-adjacentLead authorPoster presentation
大規模言語モデルが生成する地理空間CLIコマンドの実行検証-応答の変動と実行環境への依存性-
Ayaka Onohara; Nobusuke Iwasaki
35th Annual Conference of the GIS Association of Japan (GISA 2026), P2-26, November 1, 2026, Institute of Science Tokyo, Ookayama Campus.
LLMsGeospatial CLIExecution validationReproducibility
2026
B — Core-adjacentLead authorPeer-reviewed
Examining the Relationship Between Tatara Iron Production and Grassland Distribution in Western Japan: An Open Geospatial Approach to Historical Landscape Analysis
Ayaka Onohara; Takatora Bito; Nobusuke Iwasaki
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, L-4/W1-2026, pp. 205–211, 2026.
tatara iron productiongrasslandhistorical landscapeopen geospatial
2026
A — Core★ SelectedLead authorPeer-reviewed
GAN-Based Modeling of Emotional Dynamics in Cultural Evolution and Niche Construction: An Integrated Empirical Approach
Ayaka Onohara; Hiroki Ouchi
Proceedings of the Workshop on Computation: Theory and Practice (WCTP 2025), Atlantis Press, pp. 499–519, 2026.
cultural evolutionniche constructionGANemotion dynamics
2025
A — CoreLead authorPoster presentation
Phase-Dependent Emotion Maps of Place — Mantel Analysis Using Text Embeddings and Spatial Proximity
Ayaka Onohara; Hiroki Ouchi
34th Annual Conference of the GIS Association of Japan, November 1, 2025. Proceedings of the GIS Association of Japan, 2025.
emotion mapstext embeddingsMantel test
2024
D — Education & OutreachSole author
Harnessing AI Models and Voice for Educational Content: A New Frontier in AI Technology
Ayaka Onohara
The Journal of Statistics for Society (社会と統計), No. 10, pp. 27–44, 2024. Center for Social Information Education and Research, Rikkyo University.
generative AIspeech synthesiseducation