Scholarlink

We demonstrate BCause, an innovative discussion platform that leverages AI to transform unstructured online dialogue into structured, actionable democratic processes. This interactive demonstration showcases three key innovations: (1) automated transcript analysis and transformation into argumentative format using Large Language Models, (2) intelligent feedback aggregation and argument mining capabilities, and (3) automated reporting with customisable visualisation widgets. The platform exemplifies human-AI collaboration by preserving critical human oversight while leveraging AI’s processing capabilities to enhance deliberation quality, reduce group bias, and improve sensemaking in online discussions.

错误：搜索内容不能为空，请输入英文关键词
错误：关键词超出字数限制，请精简
高级检索

From Shallow Discourse to Structured Deliberation: The BCause Approach

  • 会议论文

  • 发表日期：

    2026年

查看全文
  • Lucas Anastasiou,
  • Anna De Liddo

摘要

We demonstrate BCause, an innovative discussion platform that leverages AI to transform unstructured online dialogue into structured, actionable democratic processes. This interactive demonstration showcases three key innovations: (1) automated transcript analysis and transformation into argumentative format using Large Language Models, (2) intelligent feedback aggregation and argument mining capabilities, and (3) automated reporting with customisable visualisation widgets. The platform exemplifies human-AI collaboration by preserving critical human oversight while leveraging AI’s processing capabilities to enhance deliberation quality, reduce group bias, and improve sensemaking in online discussions.