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2023 年度 実施状況報告書

Intelligent facilitator for multilingual design workshops

研究課題

研究課題/領域番号 21K17794
研究機関立命館大学

研究代表者

PITUXCOOSUVARN MONDHEERA  立命館大学, 情報理工学部, 助教 (10875941)

研究期間 (年度) 2021-04-01 – 2026-03-31
キーワードCollaboration / Cultural difference / Communication strategies / Machine translation
研究実績の概要

I have been actively involved in research aiming to improve computer-mediated communication and language learning. With collaborators, I have investigated code-mixing strategies to facilitate interactions with non-native speakers and developed communication support systems for Japanese language learners. Our work, presented at esteemed conferences like Advances in Information Technology and HCI International, has focused on detecting cultural differences and proposing innovative solutions. Additionally, I have played pivotal roles in organizing academic events, serving as Local Co-chair for INTERACTION 2024 and contributing to various technical committees, demonstrating my dedication to advancing interdisciplinary research and fostering collaboration within the academic community.

現在までの達成度 (区分)
現在までの達成度 (区分)

2: おおむね順調に進展している

理由

Currently, my research continues to advance with promising developments. Alongside the published works in 2023, I am actively pursuing two major work-in-progress projects. Firstly, I'm exploring virtual reality (VR) platforms enhanced with multilingual support for collaborative environments. Initial testing has been conducted, and preparations are underway for upcoming experiments. Secondly, I'm integrating language models like ChatGPT into facilitator agents to provide advanced functionality. This involves experimenting with these language models and the enhanced agent, aiming to leverage their capabilities for more effective communication support.leveraging language model has unveiled new area for addressing cultural differences. Specifically, I am exploring cultural-aware translation.

今後の研究の推進方策

Moving forward, my research trajectory is primed for significant expansion and innovation. I plan to further refine and validate my VR-based collaboration platform with multilingual support through comprehensive experimentation, aiming to optimize user experience and efficacy. Additionally, I will continue to explore the integration of Language Models (LLMs) into facilitator agents, focusing on enhancing their adaptability and responsiveness to diverse cultural contexts. My future endeavors also involve delving deeper into cultural-aware translation techniques, with the goal of developing robust and scalable solutions that facilitate seamless cross-cultural communication.In the upcoming year, my focus will center on conducting the final experiments and preparing for publication.

次年度使用額が生じた理由

Increased conference and travel costs due to the weak yen required a larger budget than estimated last fiscal year. Funds covered registration fees, travel expenses, and prioritized key events. Cost-saving measures and strategic prioritization optimized resource utilization and maximized collaboration opportunities.

  • 研究成果

    (3件)

すべて 2024 2023

すべて 学会発表 (3件) (うち国際学会 2件)

  • [学会発表] ChatGPTとタブーゲーム:英語スピーキング力向上のためのシステムの提案2024

    • 著者名/発表者名
      Mondheera Pituxcoosuvarn
    • 学会等名
      IPSJ Interaction
  • [学会発表] Code-Mixing Strategies for Computer Mediated Communication with Non-Native Speakers,2023

    • 著者名/発表者名
      Mondheera Pituxcoosuvarn
    • 学会等名
      International Conference on Advances in Information Technology
    • 国際学会
  • [学会発表] Detection for Cultural Difference in Impression Using Masked Language Model2023

    • 著者名/発表者名
      Mondheera Pituxcoosuvarn
    • 学会等名
      HCI International
    • 国際学会

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公開日: 2024-12-25  

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