VIDEO LECTURE SUMMARIZATION USING MACHINE LEARNING

  • Unique Paper ID: 151416
  • Volume: 7
  • Issue: 12
  • PageNo: 573-579
  • Abstract:
  • In today’s fast-growing world of internet, we see a good number of educational institutions and professors helping the student community by uploading video lectures online. These video lectures, although extremely effective in teaching students topics from scratch, are not very helpful when it comes to quick revisions. In our attempt to video summarization, we look at summarizing the videos to help students revise these lectures quickly. We also attempt to build a in-video search, to help students in topic-wise preparation. The search will help students pick out parts of video lectures specific to the topic of focus, saving them the extra manual effort of going through the lectures in search of their topic of interest.
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Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{151416,
        author = {Prajakta M. Gaikwad and Mansi D. Kulkarni and Bhagyashri R. Turankar and Sonam B. Borhade},
        title = {VIDEO LECTURE SUMMARIZATION USING MACHINE LEARNING},
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {7},
        number = {12},
        pages = {573-579},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=151416},
        abstract = {In today’s fast-growing world of internet, we see a good number of educational institutions and professors helping the student community by uploading video lectures online.  These video lectures, although extremely effective in teaching students topics from scratch, are not very helpful when it comes to quick revisions.  In our attempt to video summarization, we  look  at  summarizing  the  videos  to  help  students  revise  these  lectures  quickly.   We also  attempt  to  build  a in-video  search,  to  help  students  in  topic-wise preparation.  The search will help students pick out parts of video lectures specific to the topic of focus, saving them the extra manual effort of going through the lectures in search of their topic of interest.},
        keywords = {Video lectures, Quick revision, Video Summarization, Topic-wise preparation, Lecture transcripts.},
        month = {},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 7
  • Issue: 12
  • PageNo: 573-579

VIDEO LECTURE SUMMARIZATION USING MACHINE LEARNING

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