Cateye: A Hint-Enabled Search Engine Framework for Biomedical Classification Systems

Chia Jung Yang, Jung Hsien Chiang

研究成果: Conference contribution

摘要

Objective: We propose Cateye, a Python-based search engine framework tailored for searching in biomedical classification systems such as ICD-10, DSM-5, MeSH, and SNOMED CT. Many of the biomedical classification systems have coarse-grained and fine-grained structures to handle the different levels of information. The general-purpose search engines, which designed for document retrieval, face three major problems: Too strict terminology, not efficient search, and uncertainty to stop searching. These disadvantages make it painful to search in the classification systems. Materials and Methods: We used the ICD-10 coding systems as our sample materials. We design a hint bar which shown along with the search results and dramatically helps the users to formulate the correct query. A hint is a suggestion of search term which can best divide the search space into half-and-half. Results: The case studies show that our hint mechanism performs at least one step deeper per search step in most cases. Conclusion: The source code of Cateye for searching the classification systems associated with coarse-grained and fine-grained architecture is available at https://github.com/jeroyang/cateye.

原文English
主出版物標題New Trends in Computer Technologies and Applications - 23rd International Computer Symposium, ICS 2018, Revised Selected Papers
編輯Chuan-Yu Chang, Chien-Chou Lin, Horng-Horng Lin
發行者Springer Verlag
頁面758-763
頁數6
ISBN(列印)9789811391897
DOIs
出版狀態Published - 2019 一月 1
事件23rd International Computer Symposium, ICS 2018 - Yunlin, Taiwan
持續時間: 2018 十二月 202018 十二月 22

出版系列

名字Communications in Computer and Information Science
1013
ISSN(列印)1865-0929
ISSN(電子)1865-0937

Conference

Conference23rd International Computer Symposium, ICS 2018
國家Taiwan
城市Yunlin
期間18-12-2018-12-22

    指紋

All Science Journal Classification (ASJC) codes

  • Computer Science(all)
  • Mathematics(all)

引用此

Yang, C. J., & Chiang, J. H. (2019). Cateye: A Hint-Enabled Search Engine Framework for Biomedical Classification Systems. 於 C-Y. Chang, C-C. Lin, & H-H. Lin (編輯), New Trends in Computer Technologies and Applications - 23rd International Computer Symposium, ICS 2018, Revised Selected Papers (頁 758-763). (Communications in Computer and Information Science; 卷 1013). Springer Verlag. https://doi.org/10.1007/978-981-13-9190-3_82