AI Article Synopsis

  • Extracting technical terms manually is challenging due to the constantly growing number of recorded terms, which is why text-mining is utilized to automate this process.
  • This study focused on updating the terminology of the Japanese Society of Radiological Technology (JSRT) by analyzing textbooks and identifying new technical terms through morphological analysis and indexing.
  • The findings revealed that 53.6% of the terms extracted from textbooks overlapped with JSRT's existing terminology, indicating that approximately half of the terms are evolving over time, with some important terms being notably absent from the official JSRT list.

Article Abstract

Although terminology requires continuous consideration of recorded technical terms, extracting these terms manually is difficult, because the number of recorded terms is constantly increasing. Text-mining acquires information from numerous documents, and is capable of extracting technical terms. The purpose of this study is to extract candidate terms using text-mining toward updating the terminology of Japanese society of radiological technology (JSRT). First, the subjects for this study were textbooks published by the JSRT, and morphological analysis was conducted, which is an analysis to break the books up into meaningful words. Additionally, index terms of textbooks were extracted. Second, we observed overlaps between the JSRT technical terms and the terms obtained from the morphological analysis and the indexes of textbooks and the extracted terms were absent in the JSRT terminology. The overlap was 53.6% (3090/5770 terms). The terms, "imaging technology for magnetic resonance" and "information and system in radiological technology" were missing from the JSRT terminology. From these results, it was estimated that half number of the JSRT technical terms were changing with time. This study demonstrated that text mining showed the differences between old and new technical terms.

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http://dx.doi.org/10.6009/jjrt.2018_JSRT_74.8.757DOI Listing

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