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The integration of digital technologies in language learning has transformed traditional paradigms, allowing for unprecedented flexibility and accessibility. Specifically, trends in Artificial Intelligence (AI) and Large Language Models (LLMs) offer great potential to generate multimodal content, for example, for Mobile-Assisted Language Learning (MALL) apps. However, it remains challenging to create content that is also compelling to users, including personalized aspects. This paper presents PlacePhrase, a gamified MALL application that leverages context-aware, generative content creation to enhance the learning experience. By utilizing LLM assistants and location-based data, PlacePhrase facilitates dynamic learning tasks, interactive conversations, and immersive exploration, addressing the limitations of current MALL applications. Our user study evaluated the app’s usability, the quality of generated content, and the effectiveness of gamification elements. Results indicate a generally positive perception of the app, with participants appreciating the personalized and contextually relevant tasks, while also highlighting areas for improvement in immersion and flow experience. This research contributes to the ongoing exploration of AI-driven language learning tools and underscores the importance of integrating spatial context to create more engaging educational experiences.

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Generative Multimodal Content Creation with Location-Aware Context for Gamified Mobile Assisted Language Learning Apps Using Large Language Models

  • 会议论文

  • 发表日期：

    2025年

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  • Robin Horst,
  • Dung Trinh,
  • Ralf Dörner

摘要

The integration of digital technologies in language learning has transformed traditional paradigms, allowing for unprecedented flexibility and accessibility. Specifically, trends in Artificial Intelligence (AI) and Large Language Models (LLMs) offer great potential to generate multimodal content, for example, for Mobile-Assisted Language Learning (MALL) apps. However, it remains challenging to create content that is also compelling to users, including personalized aspects. This paper presents PlacePhrase, a gamified MALL application that leverages context-aware, generative content creation to enhance the learning experience. By utilizing LLM assistants and location-based data, PlacePhrase facilitates dynamic learning tasks, interactive conversations, and immersive exploration, addressing the limitations of current MALL applications. Our user study evaluated the app’s usability, the quality of generated content, and the effectiveness of gamification elements. Results indicate a generally positive perception of the app, with participants appreciating the personalized and contextually relevant tasks, while also highlighting areas for improvement in immersion and flow experience. This research contributes to the ongoing exploration of AI-driven language learning tools and underscores the importance of integrating spatial context to create more engaging educational experiences.