Rule Based Architecture for Medical Question Answering System

被引:9
作者
Jain, Sonal [1 ]
Dodiya, Tripti [2 ]
机构
[1] JK Laksmipat Univ, Jaipur, Rajasthan, India
[2] GLS Inst Comp Applicat, Ahmadabad, Gujarat, India
来源
PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON SOFT COMPUTING FOR PROBLEM SOLVING (SOCPROS 2012) | 2014年 / 236卷
关键词
Question answering; Question processing; Document processing; Answer processing;
D O I
10.1007/978-81-322-1602-5_128
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
As the wealth of online information is increasing tremendously, the need for question-answering systems is evident. Current search engines return ranked lists of documents to the users query, but they do not deliver the precise answer to the queries. The goal of a question-answering system is to retrieve answers to questions rather than full documents or best-matching passages, as most information retrieval systems currently do. Patients/Medical students have many queries related to the medical terms, diseases, and its symptoms. They are inquisitive to find these answers using search engines. But due to keyword search used by search engines it becomes quite difficult for them to find the correct answers for the search item. This paper proposes the architecture of question-answering system for medical domain and discusses the rule-based question processing and answers retrieval. Rule formation for retrieval of Answers has also been discussed in the paper.
引用
收藏
页码:1225 / 1233
页数:9
相关论文
共 8 条
[1]   Biomedical question answering: A survey [J].
Athenikos, Sofia J. ;
Han, Hyoil .
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2010, 99 (01) :1-24
[2]   Answering clinical questions with knowledge-based and statistical techniques [J].
Demner-Fushman, Dina ;
Lin, Jimmy .
COMPUTATIONAL LINGUISTICS, 2007, 33 (01) :63-103
[3]  
Dodiya T., ADV INTELL SYST COMP, V182, P99
[4]  
Kangavari M.R., 2008, WORLD ACAD SCI ENG T, V10, P303
[5]  
Minsuk L., 2006, AMIA ANN S P, P469
[6]  
Pierre J., 2003, STUDIES HLTH TECHNOL, V95, P463
[7]  
VARGASVERA M, 2003, NEW DIRECTIONS QUEST
[8]   Development, implementation, and a cognitive evaluation of a definitional question answering system for physicians [J].
Yu, Hong ;
Lee, Minsuk ;
Kaufman, David ;
Ely, John ;
Osheroff, Jerome A. ;
Hripcsak, George ;
Cimino, James .
JOURNAL OF BIOMEDICAL INFORMATICS, 2007, 40 (03) :236-251