基于视频录制的主题建模在线会议记录的起草

Rakhmat Arianto, Alwy Abdullah, U. Nurhasan, R. Wakhidah
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引用次数: 0

摘要

会议记录很重要,因为它们可以跟踪会议期间做出的决定和达成的协议。会议记录也可以作为会议目标是否实现的基准。会议期间会记录会议记录,直到会议结束,其中包含会议要点。在线会议的会议记录目前仍然是手动完成的,通常情况下,每次会议都会记录为文件,需要更多的人力资源来更改会议文件的记录。基于上述问题,需要通过创建一个自动记笔记系统来解决此问题,该系统可以帮助记笔记者结束会议,尤其是在信息技术部。本研究使用潜在狄利克雷分配(LDA)方法来确定主题建模。基于这项研究,使用LDA方法的系统计算产生的一致性得分和相似性得分的结果仅得到64.56%和57.91%的平均值,如果在实际条件下使用,这些值仍然低于最佳值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Drafting of Online Meeting Minutes Based on Video Recording Using Topic Modelling
Meeting minutes are important because they can track decisions and agreements made during the meeting. Meeting minutes can also be used as a benchmark for whether the meeting objectives have been achieved or not. Minutes are taken during the meeting until the end of the meeting, which contains essential points from the meeting. Minutes in online meetings are currently still done manually, and generally, every meeting is recorded as documentation that requires more Human Resources to change the recording of the meeting file Based on the problems above, a solution to this problem is needed by creating an automatic note-taking system that can assist the note-takers in concluding the meeting, especially in the Information Technology Department. This study uses the Latent Dirichlet Allocation (LDA) method to determine topic modeling. Based on this research, the system calculation using the LDA method produces the results obtained on the coherence score and similarity score only get an average value of 64.56% and 57.91% where these values are still less than optimal if used in actual conditions.
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