A Powerful Chrome Extension: Translation Program using Python, Website Analysis and Google Firebase Services

IF 1.7 Q3 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE ADCAIJ-Advances in Distributed Computing and Artificial Intelligence Journal Pub Date : 2023-04-29 DOI:10.5121/csit.2023.130716
Tongde Zhao, Khoa Tran
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引用次数: 0

Abstract

The last few decades have seen a remarkable development technological wise in order to provide understanding between people with different language backgrounds. This paper develops a Chrome Extension that scans texts on a website and discovers unfamiliar English words to its users, then translates those words and displays their meanings onto their computer screens. Using Python with Flask framework and Google Firebase as a backend means, this Chrome Extension can be downloaded on any Chrome Browser and provide definitions to difficult words on websites that users want to get translated. The extension is useful to those who are having a hard time understanding difficult English vocabulary. In the experiment, the application has shown to detect 95 to 98% of the difficult words users are struggling with, with the speed of 10 minutes for documents that have more than 2000 words. The results show that the application provides adequate predictions for most users. For this application, I took data reliability, usability, and web-scrapping into consideration. The extension required ample reliable data, user-friendly interface, and a stable Internet browser for usage.
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一个强大的Chrome扩展:翻译程序使用Python,网站分析和谷歌Firebase服务
在过去的几十年里,为了在不同语言背景的人之间提供理解,技术上有了显著的发展。本文开发了一个Chrome扩展,可以扫描网站上的文本,发现用户不熟悉的英语单词,然后翻译这些单词,并在他们的电脑屏幕上显示它们的意思。使用Python与Flask框架和Google Firebase作为后端手段,这个Chrome扩展可以在任何Chrome浏览器上下载,并为用户想要翻译的网站上的困难单词提供定义。扩展是有用的那些谁是有困难的时间理解困难的英语词汇。在实验中,该应用程序已经显示出能够检测出95%到98%的用户难以理解的单词,对于超过2000个单词的文档,其速度为10分钟。结果表明,该应用程序为大多数用户提供了足够的预测。对于这个应用程序,我考虑了数据可靠性、可用性和网页抓取。该扩展需要充足可靠的数据、用户友好的界面和稳定的Internet浏览器来使用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
1.40
自引率
0.00%
发文量
22
审稿时长
4 weeks
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