With the emergence of large-scale open online courses and online academic conferences, it has become increasingly feasible and convenient to access online educational resources. However, it is time consuming and challenging to effectively retrieve and present numerous lecture videos for common users. In this work, we propose a hierarchical visual interface for retrieving and summarizing lecture videos. Users can utilize the proposed interface to effectively explore the required video information through the results of the video summary generation in different layers. We retrieve the input keywords with the corresponding video layer with timestamps, a frame layer with slides, and the poster layer with summarization of the lecture videos. We verified the proposed interface with our user study by comparing it with other conventional interfaces. The results from our user study confirmed that the proposed interface can achieve high retrieval accuracy and good user experience.see video here https://www.youtube.com/watch?v=zrnejwsOVpc .
翻译:随着大规模开放式在线课程和在线学术会议的出现,获取在线教育资源已变得越来越可行和方便,然而,有效检索和向普通用户提供众多讲座视频既耗时又具有挑战性。在这项工作中,我们提议为检索和总结讲座视频提供一个分级的视觉界面。用户可以利用拟议的界面,通过视频摘要在不同层次的生成结果,有效探索所需的视频信息。我们用相应的视频层检索输入关键词,并配有时间戳、幻灯片框架层和海报层,并配有演讲视频摘要。我们通过与其他常规界面进行比较,核实了与用户研究的拟议界面。我们的用户研究结果证实,拟议的界面可以实现高检索准确性和良好的用户经验。见这里的视频:https://www.youtube.com/watch?v=zrnejwsOVc。