메뉴 건너뛰기
Library Notice
Institutional Access
If you certify, you can access the articles for free.
Check out your institutions.
ex)Hankuk University, Nuri Motors
Log in Register Help KOR
Subject
Humanities
General Humanities History Philosophy Religious Studies Linguistics and Literature Other Humanities
Social science
General Social Science Business Management Tourism Education Military Science Library and Information Science Law Sociology Journalism and Media Studies Psychological Science Political Science and Diplomacy Geography Public Administration Economics International Trade Anthropology Other Social Science
Natural science
General Natural Science Physics Biology Life Sciences Mathematics/Statistics Astronomy Earth Science Chemistry Other Natural Science
Engineering
General Engineering Architectural Engineering Mechanical Engineering Industrial Engineering Material/Energy Engineering Electrical and Electronic Engineering Marine and Ocean Engineering Chemical Engineering Computer Science Other Engineering
Medical science
General Medical Science Nursing Science Veterinary Pharmacy Traditional Korean Medicine Basic Medicine Clinical Medicine Other Medicine
Agriculture and Fishery
General Agriculture and Fishery Agriculture Fishery Science Food Science Forestry Animal Husbandry Marine Transportation Studies Other Agriculture and Fishery
Art and Kinesiology
General Arts Design Fine Arts Cosmetology Photography Music Fashion Kinesiology Performing Media Arts Other Arts and Kinesiology
Interdisciplinary Studies
Interdisciplinary Research Science and Technology Studies Brain and Cognitive Science Technology Policy Other Interdisciplinary Studies

KOR

Answer Snippet Retrieval for Question Answering of Medical Documents
Recommendations
Search
Questions

의학문서 질의응답을 위한 정답 스닛핏 검색

논문 기본 정보

Type
Academic journal
Author
Hyeon-gu Lee (강원대학교) Minkyoung Kim (강원대학교) Harksoo Kim (강원대학교)
Journal
Korean Institute of Information Scientists and Engineers Journal of KIISE Vol.43 No.8 KCI Excellent Accredited Journal
Published
2016.8
Pages
927 - 932 (6page)

Usage

cover
📌
Topic
📖
Background
🔬
Method
🏆
Result
Answer Snippet Retrieval for Question Answering of Medical Documents
Ask AI
Recommendations
Search
Questions

Abstract· Keywords

Report Errors
With the explosive increase in the number of online medical documents, the demand for question-answering systems is increasing. Recently, question-answering models based on machine learning have shown high performances in various domains. However, many question-answering models within the medical domain are still based on information retrieval techniques because of sparseness of training data. Based on various information retrieval techniques, we propose an answer snippet retrieval model for question-answering systems of medical documents. The proposed model first searches candidate answer sentences from medical documents using a cluster-based retrieval technique. Then, it generates reliable answer snippets using a re-ranking model of the candidate answer sentences based on various sentence retrieval techniques. In the experiments with BioASQ 4b, the proposed model showed better performances (MAP of 0.0604) than the previous models.
#의학문서 질의응답 #BioASQ #정답 후보 문장 검색 #정답 후보 문장 재순위화 #question answering of medical documents #retrieval of candidate answer sentences #re-ranking of answer candidate sentences

Contents

요약
Abstract
1. 서론
2. 관련연구
3. 의학 문서용 정답 스닛핏 검색 모델
4. 실험 및 평가
5. 결론
References

References (24)

Add References
[학술대회논문] - Nédellec, Claire / 2013 / Overview of BioNLP shared task 2013 / Proc. of the BioNLP Shared Task 2013 Workshop : 1 ~ 7 google schola [인터넷자원] - / / IBMWatson and Medical Records Text Analytics HIMSS Presentation google schola [학술대회논문] - Balikas, Georgios / 2015 / Results of the BioASQ tasks of the Question Answering Lab at CLEF 2015 / CLEF 2015 google schola [학술대회논문] - Aronson, Alan R. / 1997 / Query expansion using the UMLS Metathesaurus / Proc. of the AMIA Annual Fall Symposium google schola [학술대회논문] - Ben Abacha, Asma / 2012 / Medical question answering: translating medical questions into sparql queries / Proc. of the 2nd ACM SIGHIT International Health Informatics Symposium google schola

Recommendations

It is an article recommended by DBpia according to the article similarity. Check out the related articles!

Related Authors

Frequently Viewed Together

생성 기반 질의응답 채팅 시스템 구현을 위한 지식 임베딩 방법
Sihyung Kim ,  Hyeon-gu Lee ,  Ha Journal of KIISE 2018 .02
Development of SV30 Detection Algorithm and Turbidity Assumption Model using Image Analysis Method
Soo Jung Choi ,  Ye Jin Kim ,  Hoon Sik Yoom and others 3 Journal of Korean Society of Environmental Engineers 2008 .02
CQA System Using Deep Learning
HyunSun Hwang ,  KyoungHo Choi ,  GeonYeong Kim and others 2 한국정보과학회 학술발표논문집 2015 .12
Personalized Document Snippet Extraction Method using Fuzzy Association and Pseudo Relevance Feedback
Sun Pa ,  k ,  Kwangmoon Cho and others 2 The Institute of Electronics Engineers of Korea - Signal Processing 2012 .03
Implementation of Kochat-based AI Chatbot System for Carbon Neutrality
Youngeun Cho ,  Jeongyun Seo ,  Saebom Lee and others 1 한국정보과학회 학술발표논문집 2022 .06

Recently viewed articles

Literary Didactics and Literary History
Ra, Young-kyunInstitute of Foreign Literature2022.05
 법성종의 입장에서 바라본 정토사상
GYOO TAG SHIN2010
 How are conceptual metaphors expressed in different languages?
Zoltan KovecsesThe Discourse and Cognitive Linguistics Society of Korea2003.06
 대중교통 이용 예측도 인공지능(AI) 기술이 필요한 시대
김병관, 김채만, 박지선Gyeonggi Research Institute2021.12

Comments(0)

0

Write first comments.