One of the most important ways to experience communication and interact with the systems is by handling the prediction of the most likely words to happen after typing letters or words. It is helpful for people with disabilities due to disabling people who could type or enter texts at a limited slow speed. Also, it is beneficial for people with dyslexia and those people who are not well with spells of words. Though, an input technology, for instance, the next word suggestion facilitates the typing process in smartphones as an example. This means that when a user types a word, then the system suggests the next words to be chosen in which the necessary word by the user. Besides, it can be used in entertainment as a gam, for example, to determine a target word and reach it or tackle it within 10 attempts of prediction. Generally, the systems depend on a text corpus, which was provided in the system to conduct the prediction. Writing every single word is time-consuming, therefore, it is vitally important to decrease time consumption by reducing efforts to input texts in the systems by offering most probable words for the user to select, this could be done via next word prediction systems. There are several techniques can be found in literature, which is utilized to conduct a variety of next word prediction systems by using different approaches. In this paper, a survey of miscellaneous techniques towards the next word prediction systems will be addressed. Besides, the evaluation of the prediction systems will be discussed. Then, a modal technique will be determined to be utilized for the next word prediction system from the perspective of easiness of implementation and obtaining a good result.
翻译:体验沟通和与系统互动的最重要方法之一是处理对在打字或文字后最可能发生的单词的预测。 这对于残疾人有帮助,因为残疾人可以以有限的缓慢速度打字或输入文本。 另外, 这对于有读写障碍的人和没有写字法的人也是有益的。 尽管输入技术, 下一个词建议有利于智能手机的打字过程, 举例来说, 这意味着当用户键入一个单词时, 系统会建议下个词, 用户在其中选择必要的单词。 此外, 它可以在娱乐中使用, 比如说, 用来确定一个目标单词, 达到它或者在10次尝试中解决它。 一般来说, 系统依赖于一个文本资料库, 系统里提供的是一个预测。 书写每个单词都很费时, 因此, 关键是要通过向用户提供最有可能选择的单词来减少输入文本的消耗时间, 然后系统里可以选择下一个单词, 通过下一个单词预测系统来进行。 下一个单词预测系统里可以使用一个好的预测方法。 之后, 将使用几种语言来使用一种语言的预测方法。 。 使用一个语言系统里会找到一种语言, 。 使用一种语言的系统里行的系统里行的预测方法, 。 。 。 使用一种语言的系统里行的系统里行的系统里行的系统里会找到一种语言, 。