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An Enhanced HAL-Based Pseudo Relevance Feedback Model in Clinical Decision Support Retrieval

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成果类型:
期刊论文、会议论文
作者:
Pan, Min;Zhang, Yue*;He, Tingting(何婷婷);Jiang, Xingpeng(蒋兴鹏
通讯作者:
Zhang, Yue
作者机构:
[Pan, Min] Cent China Normal Univ, Natl Engn Res Ctr E Learning, Wuhan 430079, Hubei, Peoples R China.
[Jiang, Xingpeng; He, Tingting; Zhang, Yue] Cent China Normal Univ, Sch Comp Sci, Wuhan 430079, Hubei, Peoples R China.
通讯机构:
[Zhang, Yue] C
Cent China Normal Univ, Sch Comp Sci, Wuhan 430079, Hubei, Peoples R China.
语种:
英文
关键词:
Clinical retrieval;Term proximity;Pseudo Relevance Feedback
期刊:
Lecture Notes in Computer Science
ISSN:
0302-9743
年:
2018
卷:
10955
页码:
93-99
会议名称:
14th International Conference on Intelligent Computing (ICIC)
会议论文集名称:
Lecture Notes in Computer Science
会议时间:
AUG 15-18, 2018
会议地点:
Wuhan, PEOPLES R CHINA
会议主办单位:
[Pan, Min] Cent China Normal Univ, Natl Engn Res Ctr E Learning, Wuhan 430079, Hubei, Peoples R China.^[Zhang, Yue;He, Tingting;Jiang, Xingpeng] Cent China Normal Univ, Sch Comp Sci, Wuhan 430079, Hubei, Peoples R China.
会议赞助商:
IEEE Computat Intelligence Soc, Int Neural Network Soc, Natl Sci Fdn China, Tongji Univ, Wuhan Univ Sci & Technol, Wuhan Inst Technol
主编:
Huang, DS Jo, KH Zhang, XL
出版地:
GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND
出版者:
SPRINGER INTERNATIONAL PUBLISHING AG
ISBN:
978-3-319-95932-0; 978-3-319-95933-7
基金类别:
National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61532008]; National Key Research and Development Program of China [2017YFC0909502]
机构署名:
本校为第一且通讯机构
院系归属:
计算机学院
国家数字化学习工程技术研究中心
摘要:
In an actual electronic health record (EHR), patient notes are written with terse language and clinical jargons. However, most Pseudo Relevance Feedback (PRF) technique methods do not take into account the significant degree of candidate term in feedback documents and the co-occurrence relationship between a candidate term and a query term simultaneously. In this paper, we study how to incorporate proximity information into the Rocchio's model, and propose a HAL-based Rocchio's model, called HRoc. A new concept of term proximity feedback weight is introduced to model in the query expansion. Th...

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