教師資料查詢 | 類別: 期刊論文 | 教師: 許輝煌 Hsu Hui-huang (瀏覽個人網頁)

標題:Patient Oriented Readability Assessment for Heart Disease Healthcare Documents
學年108
學期1
出版(發表)日期2020/01/01
作品名稱Patient Oriented Readability Assessment for Heart Disease Healthcare Documents
作品名稱(其他語言)
著者Hui-Huang Hsu; Yu-Sheng Chen; Chuan-Jie Lin; Tun-Wen Pai
單位
出版者
著錄名稱、卷期、頁數International Journal of Data Warehousing and Mining 16(1), p.63-72
摘要Personal health literacy is an important indicator for a national health status. Providing citizens with sufficient medical knowledge can help them understand their own health conditions. To achieve this goal, an integrated system is developed for evaluating the readability of healthcare documents by taking heart disease as a specific topic. The mechanism can be extended to other target diseases and languages by changing the corresponding word databank. The assessment system for examining document readability is based on patient-oriented aspects rather than professional aspects. Commonly used terms and professional medical terms extracted from a query document were utilized as fundamental elements for readability analysis, and the derived features included term frequency of professional medical terms, proportion of professional medical terms, and diversity indicator of medical terms. A five-fold cross validation is applied to measure the robustness of the proposed approach. The experimental results achieved a recall rate of 0.93, a precision rate of 0.97, and an accuracy rate of 0.95.
關鍵字Cardiovascular;Diversity Indicator;Medical Care;Readability;Word Frequency
語言英文(美國)
ISSN1548-3924
期刊性質國外
收錄於SCI;
產學合作
通訊作者
審稿制度
國別美國
公開徵稿
出版型式,電子版
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