ANGEL - Ai Notes GEneration for Lectures

ANGEL将使用人工智能（AI），特别是自然语言处理（NLP）、计算机视觉（CV）和知识图谱（KG）来创建自动摘要笔记和策划相关内容，以支持学生的学习，这将补充Note Taking Express目前的数字课堂解决方案。在网络教学环境中，学生往往缺乏注意力或对细节的关注，无法为后续学习提炼出一套清晰的笔记。笔记和内容将在现场讲座中生成，使学生能够获得可访问和集中的内容，思维导图和笔记，以促进他们的学习。NTE有50,000小时的数据和近5000万字的现有内容，我们将用来训练这个项目的算法。目前的解决方案，如Zoom和Microsoft Teams，很难在混合（在线/离线）教学环境中使用，并且主要用于会议和会议。BlackBoard协作已被广泛用于在线教学，然而，软件的成本以及设置和用户界面的复杂性一直是许多用户感到沮丧的原因。ANGEL将与这些平台兼容，并集成到NTE自己的数字教室解决方案中，并将在二维学习空间中为学生提供第三维度。在寻求实施COVID-19缓解措施时，实施社交距离和新技术很可能会大大增加高等学校的管理费用。为了保持和增加学生人数，需要为学生部署一个更具吸引力和支持性的技术平台，以最大限度地提高他们的学习体验。ANGEL为许多学生在后COVID-19时代的新的在线学习维度提供所需的支持。

ANGEL will use Artificial Intelligence (AI), especially Natural Language Processing (NLP), Computer Vision (CV) and Knowledge Graphs (KG) to create automated summary notes and curated relevant content to support student studies which will complement Note Taking Express's current digital classroom solution. In an online teaching environment, students often lack the concentration or attention to detail required to abstract a clear set of notes for subsequent study.Notes and content will be generated during live lectures enabling students to have accessible and focused content, mind maps and notes to promote their studies. NTE have 50,000 hours of data and almost 50 million words of existing content we will use to train the algorithms for this project.Current solutions, such as Zoom and Microsoft Teams are difficult to use in a blended (online/offline) teaching environment and designed mainly for meetings and conferences. BlackBoard Collaborate has been widely used for online teaching, however the cost of the software and the complexity of both the setup and UI have been a cause of frustration for many users. ANGEL will be compatible with each of these platforms as well as being integrated into NTE's own digital classroom solution and will provide a third dimension for students in an otherwise two-dimensional learning space.It is likely that the implementation of social distancing and new technology will increase overheads significantly for HEIs as they seek to put in place COVID-19 mitigation measures. In order to maintain and grow student numbers a more engaging and supportive technology platform needs to be deployed for students to maximise their learning experience. ANGEL provides the support that many students will require in the new online learning dimension of post COVID-19\.