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A Chinese Pin Yin-input method for association of input word using inductive learning

机译:基于归纳学习的汉语拼音输入法

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摘要

We introduce an efficient Chinese PinYin input method of intelligent association using Inductive Learning. As for the Chinese PinYin input system, a large number of keystrokes and the selection from candidate words limit the speed increasing. Association of input words is one of the most important methods for Chinese character input to decrease keystrokes and to improve the input speed. Our proposed method enables us to promptly input the Chinese words into a computer; that is, not necessary to spell complete character of PinYin only by choosing the words from candidates. Moreover, the Inductive Learning approach gives system two characteristics. One is the dynamically adaptation to current situation, and the other is the capability of acquisition rules even if no initial rules. Furthermore, we make use of the relationship between Chinese words and characters in context to generate a rule. When the correct association rate is 40%, the decreasing rate of keystrokes is 39% in the experiment for the performance evaluation. It shows that this method is effective for Chinese input.
机译:我们使用归纳学习介绍一种有效的智能联想拼音输入法。对于中文拼音输入系统,大量的击键和从候选单词中的选择限制了速度的提高。输入单词的关联是汉字输入减少键击并提高输入速度的最重要方法之一。我们提出的方法使我们能够迅速将中文单词输入计算机;也就是说,仅需从候选单词中选择拼音,就不必拼出拼音的完整字符。此外,归纳学习方法赋予系统两个特征。一个是动态适应当前情况,另一个是获取规则的能力,即使没有初始规则也是如此。此外,我们利用上下文中的汉字和汉字之间的关系来生成规则。当正确的关联率为40%时,在击键效果的实验中,击键的降低率为39%。表明该方法对中文输入是有效的。

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