Machine Learning Translation of English into Igbo Language: A Review

Q3 Computer Science
Orji Ifeoma Maryann, Sylvanus Okwudili Anigbogu, Ekwelaro Oluchukwu Uzoamaka, Asogwa Doris Chinedu
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引用次数: 1

Abstract

: Machine learning is the machine translation used in language. A lot of people have been using it and it’s working extremely well for them. It works without delay and is getting better as day passes. Of course, this advancement will change the way the modern world operates because language barriers have been an essential impediment to international commerce since time immemorial. Language is tagged with cultural disposition of people’s ways of life. Without language there will be no existence of the world and the people living within it. The necessity of translation comes into existence because of the migration of people from one country to another. Language translation is the key technology for the in-coming generation of IT and every digital device uses it and is dependence on it. The objective of the paper is to review a machine learning translation of English to Igbo language. The major concept reviewed was machine learning in term of dealing with language translation. Machine learning is a wide and interesting field in computer science. This has been tagged as an awesome professional area for research in demands for translation of languages. Many researchers preferred using supervised learning in doing language translation while few researchers used unsupervised learning in doing language translation.
机器学习英语翻译成伊博语:综述
机器学习是语言中使用的机器翻译。很多人都在使用它,它对他们来说非常有效。它的工作没有延迟,并且随着时间的推移越来越好。当然,这一进步将改变现代世界的运作方式,因为语言障碍自古以来就是国际贸易的主要障碍。语言带有人们生活方式的文化倾向。没有语言,世界和生活在其中的人们将不复存在。翻译的必要性是由于人们从一个国家迁移到另一个国家而产生的。语言翻译是新一代信息技术的关键技术,每个数字设备都使用它并依赖它。本文的目的是回顾英语到伊博语的机器学习翻译。回顾的主要概念是处理语言翻译方面的机器学习。机器学习是计算机科学中一个广泛而有趣的领域。这已经被标记为研究语言翻译需求的一个令人敬畏的专业领域。许多研究者倾向于使用监督学习进行语言翻译,而很少有研究者使用非监督学习进行语言翻译。
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
2.90
自引率
0.00%
发文量
21
期刊介绍: Intelligent information systems and intelligent database systems are a very dynamically developing field in computer sciences. IJIIDS provides a medium for exchanging scientific research and technological achievements accomplished by the international community. It focuses on research in applications of advanced intelligent technologies for data storing and processing in a wide-ranging context. The issues addressed by IJIIDS involve solutions of real-life problems, in which it is necessary to apply intelligent technologies for achieving effective results. The emphasis of the reported work is on new and original research and technological developments rather than reports on the application of existing technology to different sets of data.
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