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Abstract
Abstract: The term "semantics" has been brought up in a broad range of text mining studies due to the significant role that text semantics plays in establishing the meaning of a document. On the other hand, there is a dearth of research that synthesises the several subfields of research and offers a synopsis of the works that have been produced. This paper gives an in-depth mapping of research that focuses on semantics and text mining. In order to produce an accurate map, the researchers followed a regimented set of protocols throughout their work. The results were gleaned from a total of 1693 pieces of study that were selected from a pool of 3984 publications that were housed in five different online libraries. Academics who are working on semantics-focused text mining may find the mapping that was generated to be useful as a reference. The mapping gives a fundamental overview of the subject matter, pinpoints certain places that need the construction of primary or secondary studies, and identifies particular regions in need of the creation of either. It shows that the processing of semantic components in text mining is still an open research issue even though various studies have been developed despite the fact that these studies have been established.
Published Version
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