Ishino Aya

イシノアヤ | Ishino Aya

Affiliation and department：
Homepage URL (1)： http://aya-info.main.jp/

Research field (2)： Tourism studies , Intelligent informatics

Research theme for competitive and other funds (4)：

2022 - 2025 Extensive AI-based research on models for analyzing and evaluating ESG information.
2020 - 2023 ソーシャルメディアを利用した旅行計画者の行動のモデル化
2019 - 2022 Text analysis of ESG disclosure with artificial intelligence (AI) and discretionary disclosure behaviour
2016 - 2020 Analysis of tourists' motivation and development of tourism support system with travel blog entries

Papers (18)：

YUMA Hamada, AYA Ishino, YURIKO Nakao. ESG Evaluation using Large Language Model. JSAI Technical Report, Type 2 SIG. 2024. 2023. FIN-032. 45-52
YURIKO Nakao, AYA Ishino, SAI Okada. Readability Analysis in CEO Messages. JSAI Technical Report, Type 2 SIG. 2024. 2023. FIN-032. 41-44
Yuriko Nakao, Aya Ishino, Katsuhiko Kokubu, Hitoshi Okada. Exploring visual communication in corporate sustainability reporting: Using image recognition with deep learning. Corporate Social Responsibility and Environmental Management. 2024
Naoki Shibata, Hiroto Shinoda, Hidetsugu Nanba, Aya Ishino, Toshiyuki Takezawa. Classification and Visualization of Travel Blog Entries Based on Types of Tourism. ENTER2020 International eTourism Conference The 27th Annual Conference Organized by IFITT. 2020
Yuriko Nakao, Aya Ishino, Hitoshi Okada. Using a neural network for text analysis of sustainability disclosure: Evidence from Japan. the 9th Asia-Pacific Interdisciplinary Research in Accounting (APIRA2019). 2019. 1-28

ｍore...

MISC (3)：

ダイ1カイ『キギョウカイケイ』カンファレンスカイサイキ. 2022. 74. 1. 90-92
SHIMADA Keisuke, ISHINO Aya, NANBA Hidetsugu, TAKEZAWA Toshiyuki. Construction of a System for Retrieving Travel-related Event Movies. IEICE technical report. Data engineering. 2014. 114. 101. 87-90
Hidetsugu Nanba, Aya Ishino, Toshiyuki Takezawa. Automatic Compilation of Travel Information from Texts: A Survey. Theory and Applications for Advanced Text Mining (ISBN 978-953-51-0852-8). 2012. 1-18

Lectures and oral presentations (1)：

Education (3)：

2011 - 2014 Hiroshima City University Graduate School of Information Sciences
2009 - 2011 Hiroshima City University Graduate School of Information Sciences Department of Intelligent Systems
2004 - 2009 Hiroshima City University Faculty of Information Science Faculty of Information Science

Professional career (1)：

Work history (3)：

2019/04 - 現在 Hiroshima University of Economics
2017/04 - 2019/03 Hiroshima University of Economics Faculty of Economics, Department for Information Systems in Business
2014/04 - 2017/03 Hiroshima University of Economics Faculty of Economics, Department for Information Systems in Business

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