As text semantics has an important role in text meaning, the term semantics has been seen in a vast sort of text mining studies. However, there is a lack of studies that integrate the different research branches and summarize the developed works. This paper reports a systematic mapping about semantics-concerned text mining studies. This systematic mapping study followed a well-defined protocol. Its results were based on 1693 studies, selected among 3984 studies identified in five digital libraries. The produced mapping gives a general summary of the subject, points some areas that lacks the development of primary or secondary studies, and can be a guide for researchers working with semantics-concerned text mining. It demonstrates that, although several studies have been developed, the processing of semantic aspects in text mining remains an open research problem.

中文翻译：

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文本挖掘和语义：系统映射研究

由于文本语义在文本含义中具有重要作用，因此术语语义已在大量文本挖掘研究中出现。然而，缺乏整合不同研究分支并总结已开发作品的研究。本文报告了有关语义相关文本挖掘研究的系统映射。这项系统的绘图研究遵循了一个明确的协议。其结果基于 1693 项研究，这些研究是从 5 个数字图书馆中确定的 3984 项研究中选出的。生成的映射给出了该主题的一般总结，指出了一些缺乏初级或次级研究发展的领域，并且可以作为研究语义相关文本挖掘的研究人员的指南。它表明，尽管已经开展了多项研究，