从视频讲座生成层次思维导图

Anusha Vimalaksha, Siddarth Vinay, N. S. Kumar
{"title":"从视频讲座生成层次思维导图","authors":"Anusha Vimalaksha, Siddarth Vinay, N. S. Kumar","doi":"10.1109/T4E.2019.00-40","DOIUrl":null,"url":null,"abstract":"With a steep increase in awareness and advancement in technologies over the past decade the standards and content of curriculum receives constant upgradation. In the current scenario, students often find it exhausting to learn the voluminous matter presented to them. In these cases, it is essential to find an approach beyond conventional means to prove as an aid while studying. One such tool is a Mind Map. Although the tool is proven to be effective, the process of creating a Mind Map is found to be laborious. Our inventive software is designed to obtain useful information from a video lecture. This is done by utilizing the content obtained by crowd sourcing, splitting the video into multiple subtopics and then transcribing the same. The tool then processes this data and extracts keywords relevant to the area of discussion. Following this, the tool organizes these key phrases so that it can be represented as a hierarchical Mind Map. Each node contains necessary phrases and all nodes and these nodes are carefully ordered. Additionally, the Map is made interactive and dynamic in order to enhance the students' experience.","PeriodicalId":347086,"journal":{"name":"2019 IEEE Tenth International Conference on Technology for Education (T4E)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Hierarchical Mind Map Generation from Video Lectures\",\"authors\":\"Anusha Vimalaksha, Siddarth Vinay, N. S. Kumar\",\"doi\":\"10.1109/T4E.2019.00-40\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"With a steep increase in awareness and advancement in technologies over the past decade the standards and content of curriculum receives constant upgradation. In the current scenario, students often find it exhausting to learn the voluminous matter presented to them. In these cases, it is essential to find an approach beyond conventional means to prove as an aid while studying. One such tool is a Mind Map. Although the tool is proven to be effective, the process of creating a Mind Map is found to be laborious. Our inventive software is designed to obtain useful information from a video lecture. This is done by utilizing the content obtained by crowd sourcing, splitting the video into multiple subtopics and then transcribing the same. The tool then processes this data and extracts keywords relevant to the area of discussion. Following this, the tool organizes these key phrases so that it can be represented as a hierarchical Mind Map. Each node contains necessary phrases and all nodes and these nodes are carefully ordered. Additionally, the Map is made interactive and dynamic in order to enhance the students' experience.\",\"PeriodicalId\":347086,\"journal\":{\"name\":\"2019 IEEE Tenth International Conference on Technology for Education (T4E)\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 IEEE Tenth International Conference on Technology for Education (T4E)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/T4E.2019.00-40\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 IEEE Tenth International Conference on Technology for Education (T4E)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/T4E.2019.00-40","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

在过去的十年里,随着意识的急剧提高和技术的进步,课程的标准和内容也在不断升级。在目前的情况下,学生们常常觉得学习摆在他们面前的大量内容令人筋疲力尽。在这些情况下,必须找到一种超越传统手段的方法来证明作为学习的辅助。其中一个工具就是思维导图。虽然这个工具被证明是有效的,但人们发现创建思维导图的过程是费力的。我们发明的软件旨在从视频讲座中获取有用的信息。这是通过利用众包获得的内容,将视频分成多个子主题,然后转录相同的内容来完成的。然后,该工具处理这些数据并提取与讨论领域相关的关键字。在此之后,该工具将这些关键短语组织起来,以便可以将其表示为分层思维导图。每个节点包含必要的短语和所有节点,并且这些节点是仔细排序的。此外,地图具有互动性和动态性,以增强学生的体验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hierarchical Mind Map Generation from Video Lectures
With a steep increase in awareness and advancement in technologies over the past decade the standards and content of curriculum receives constant upgradation. In the current scenario, students often find it exhausting to learn the voluminous matter presented to them. In these cases, it is essential to find an approach beyond conventional means to prove as an aid while studying. One such tool is a Mind Map. Although the tool is proven to be effective, the process of creating a Mind Map is found to be laborious. Our inventive software is designed to obtain useful information from a video lecture. This is done by utilizing the content obtained by crowd sourcing, splitting the video into multiple subtopics and then transcribing the same. The tool then processes this data and extracts keywords relevant to the area of discussion. Following this, the tool organizes these key phrases so that it can be represented as a hierarchical Mind Map. Each node contains necessary phrases and all nodes and these nodes are carefully ordered. Additionally, the Map is made interactive and dynamic in order to enhance the students' experience.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信