A Depth Evidence Score Fusion Algorithm for Chinese Medical Intelligence Question Answering System
Joint Authors
Zhou, Qinglei
Zhou, Xiabing
Wu, Binglin
Source
Journal of Healthcare Engineering
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-07-10
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
Question answering (QA) system is becoming the focus of the research in medical health in terms of providing fleetly accurate answers to users.
Numerous traditional QA systems are faced to simple factual questions and do not obtain accurate answers for complex questions.
In order to realize the intelligent QA system for disease diagnosis and treatment in medical informationization, in this paper, we propose a depth evidence score fusion algorithm for Chinese Medical Intelligent Question Answering System, which can measure the text information in many algorithmic ways and ensure that the QA system outputs accurately the optimal candidate answer.
At the semantic level, a new text semantic evidence score based on Word2vec is proposed, which can calculate the semantic similarity between texts.
Experimental results on the medical text corpus show that the depth evidence score fusion algorithm has better performance in the evidence-scoring module of the intelligent QA system.
American Psychological Association (APA)
Zhou, Xiabing& Wu, Binglin& Zhou, Qinglei. 2018. A Depth Evidence Score Fusion Algorithm for Chinese Medical Intelligence Question Answering System. Journal of Healthcare Engineering،Vol. 2018, no. 2018, pp.1-8.
https://search.emarefa.net/detail/BIM-1186892
Modern Language Association (MLA)
Zhou, Xiabing…[et al.]. A Depth Evidence Score Fusion Algorithm for Chinese Medical Intelligence Question Answering System. Journal of Healthcare Engineering No. 2018 (2018), pp.1-8.
https://search.emarefa.net/detail/BIM-1186892
American Medical Association (AMA)
Zhou, Xiabing& Wu, Binglin& Zhou, Qinglei. A Depth Evidence Score Fusion Algorithm for Chinese Medical Intelligence Question Answering System. Journal of Healthcare Engineering. 2018. Vol. 2018, no. 2018, pp.1-8.
https://search.emarefa.net/detail/BIM-1186892
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1186892