JSAI2022

Presentation information

Organized Session

Organized Session » OS-13

[1J4-OS-13a] 医療言語処理の拡張と連携(1/2)

Tue. Jun 14, 2022 2:20 PM - 4:00 PM Room J (Room J)

オーガナイザ:矢田 竣太郎(奈良先端科学技術大学院大学)[現地]、荒牧 英治(奈良先端科学技術大学院大学)、河添 悦昌(東京大学)

2:40 PM - 3:00 PM

[1J4-OS-13a-02] A survey of word construction in practical medical terms

〇Toshiaki Takanobu1, Shunta Kawakami1, Kiyoko Uchiyama1 (1. Shonan Institute of Technology)

Keywords:Practical Medical Terms, Word Construction Elements

Currently, we need to prepare structured medical information for an aging society. The range of medical information is not limited to medical terminology dictionaries and teaching materials, but also covers a wide range of fields such as nursing records, electronic medical records, and postings on SNS. Researches such as text mining and information extraction using the medical information secondarily has become particularly active. In this research, we have two aproaches. First one is analyzing medical terms by adding vocabulary, usage, and context level information. Second one is setting the learning difficulty level from the viewpoint of vocabulary, learning frequency, and explanatory based on the structured data. The purpose of this study is to verify its effectiveness. In this paper, we collected nursing textbooks as data, extracted medical terms, and calculated the frequency of appearance. We extracted and compared using the compound words, word components, and semantic labels included in "Practical medical terms Word component Lexicon Ver.1.0". Based on this result, we consider essential elements for structuring medical terms.

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