Pikhart Marcel
Faculty of Informatics and Management, University of Hradec Kralove, Hradec Kralove 500 03, Czech Republic.
Procedia Comput Sci. 2020;176:1412-1419. doi: 10.1016/j.procs.2020.09.151. Epub 2020 Oct 2.
This paper attempts to bring new ideas regarding the use of artificial intelligence in language learning apps. Artificial intelligence has seen a dramatic increase and its utilization in various aspects of data science, information science and various platforms is unprecedented. Its ubiquitousness is evident in smart cities, in online marketing, and data mining, however, its utilization in language learning apps is still somehow neglected. There are a few questions, such as why it is so, etc., this paper attempts to address. The research focuses on several most used language learning apps and the presence of artificial intelligence in them. The findings of the paper are as follows: basically none of the analysed apps uses any kind of machine learning, artificial intelligence or deep learning, and they are mostly based on predefined algorithms that do not utilize the full potential of the computational power we have currently available. The paper also suggests possible solutions and brings practical advice on how to implement artificial intelligence in these apps. The paper is important for any education innovation at the beginning of the 21 century. Without his innovative approach, education will lack sustainability and competitiveness, which will present a serious threat to the whole educational system.
本文试图就人工智能在语言学习应用程序中的使用提出新观点。人工智能的应用急剧增加,其在数据科学、信息科学及各类平台的各个方面的应用是前所未有的。它的普遍存在在智慧城市、网络营销和数据挖掘中显而易见,然而,它在语言学习应用程序中的应用在某种程度上仍被忽视。存在一些问题,比如为何如此等等,本文试图予以解答。该研究聚焦于几款最常用的语言学习应用程序以及其中人工智能的存在情况。本文的研究结果如下:基本上,所分析的应用程序都未使用任何形式的机器学习、人工智能或深度学习,它们大多基于预定义算法,没有充分利用我们当前可用的计算能力的全部潜力。本文还提出了可能的解决方案,并就如何在这些应用程序中实施人工智能给出了实用建议。本文对于21世纪初的任何教育创新都很重要。没有这种创新方法,教育将缺乏可持续性和竞争力,这将对整个教育系统构成严重威胁。