An Answer Recommendation Algorithm for Medical Community Question Answering Systems

被引:0
|
作者
Wang, Jing [1 ,2 ]
Man, Chuntao [1 ]
Zhao, Yifei [2 ]
Wang, Feiyue [2 ]
机构
[1] Harbin Univ Sci & Technol, Coll Automat, Harbin, Heilongjiang, Peoples R China
[2] Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
关键词
medical community question answering systems; similar cases retrieval; answer quality estimation; data mining;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Online medical community question answering (cQA) systems are playing important roles as a supplement of the traditional medical service systems. The answer recommendation service provides guidance to diagnose diseases and brings convenience and valuable reference to users. In this paper, we propose a method to recommend answer for particular questions on medical cQA system. There are three steps for the answer recommendation system, including similar cases retrieval, answers quality estimation and answer recommendation. The proposed algorithm is tested on a dataset collected from online medical community question answering system. The results show a good performance in answer recommendation.
引用
收藏
页码:139 / 144
页数:6
相关论文
共 50 条
  • [1] Question recommendation and answer extraction in question answering community
    Xianfeng, Yang
    Pengfei, Liu
    International Journal of Database Theory and Application, 2016, 9 (01): : 35 - 44
  • [2] Question Recommendation in Medical Community-Based Question Answering
    Cai, Hong
    Yan, Cuiting
    Yin, Airu
    Zhao, Xuesong
    NEURAL INFORMATION PROCESSING, ICONIP 2017, PT V, 2017, 10638 : 228 - 236
  • [3] Explanatory Q&A recommendation algorithm in community question answering
    Li, Ming
    Li, Ying
    Xu, YingCheng
    Wang, Li
    DATA TECHNOLOGIES AND APPLICATIONS, 2020, 54 (04) : 437 - 459
  • [4] Algorithm for recommending answer providers in community-based question answering
    Zheng, Xiaolin
    Hu, Zhongkai
    Xu, Aiwu
    Chen, DeRen
    Liu, Kuang
    Li, Bo
    JOURNAL OF INFORMATION SCIENCE, 2012, 38 (01) : 3 - 14
  • [5] Answer Retrieval in Legal Community Question Answering
    Askari, Arian
    Yang, Zihui
    Ren, Zhaochun
    Verberne, Suzan
    ADVANCES IN INFORMATION RETRIEVAL, ECIR 2024, PT III, 2024, 14610 : 477 - 485
  • [7] Question Condensing Networks for Answer Selection in Community Question Answering
    Wu, Wei
    Sun, Xu
    Wang, Houfeng
    PROCEEDINGS OF THE 56TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL), VOL 1, 2018, : 1746 - 1755
  • [8] Exploring Answer Information for Question Classification in Community Question Answering
    Wang, Jian
    Lin, Hongfei
    Dong, Hualei
    Xiong, Daping
    Yang, Zhihao
    JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING, 2018, 31 (1-2) : 67 - 84
  • [9] A Survey on Expert Recommendation in Community Question Answering
    Xianzhi Wang
    Chaoran Huang
    Lina Yao
    Boualem Benatallah
    Manqing Dong
    Journal of Computer Science and Technology, 2018, 33 : 625 - 653
  • [10] A Survey on Expert Recommendation in Community Question Answering
    Wang, Xianzhi
    Huang, Chaoran
    Yao, Lina
    Benatallah, Boualem
    Dong, Manqing
    JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2018, 33 (04) : 625 - 653