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Constructing Field Association words using declinable words and concurrent words

机译:使用可拒绝词和并发词构造字段关联词

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Readers can know the subject of many document fields by reading only some specific Field Association (FA) words. Document fields can be decided efficiently if there are many rank 1 FA words (words that direct connect to terminal fields) and if the frequency rate is high. This paper proposes a new method for increasing rank 1 FA words using declinable words and concurrent words which relate to narrow association categories and eliminate FA word ambiguity. Concurrent words become Concurrent Field Association Words (CFA words) if there is a little field overlap. Usually, efficient CFA words are difficult to extract using only frequency, so this paper proposes weighting according to degree of importance of concurrent words. The new weighting method causes Precision and Recall to be higher by 40% and 30% than by using frequency alone.
机译:读者可以通过仅阅读某些特定的字段关联(FA)单词来了解许多文档字段的主题。如果有很多1级FA单词(直接连接到终端字段的单词)并且频率很高,则可以有效地确定文档字段。本文提出了一种新的方法,使用与狭窄关联类别相关的可拒绝词和并发词来增加1级FA词,从而消除FA词的歧义。如果字段重叠很少,则并发单词将成为并发字段关联单词(CFA单词)。通常,有效的CFA单词很难仅使用频率来提取,因此本文提出了根据并发单词的重要性程度进行加权的方法。新的加权方法使Precision和Recall分别比单独使用频率高40%和30%。

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