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
来源：
PROCEEDINGS 2016 IEEE INTERNATIONAL CONFERENCE ON SERVICE OPERATIONS AND LOGISTICS, AND INFORMATICS (SOLI) | 2016年
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
  • [31] Convolutional neural networks for expert recommendation in community question answering
    Jian WANG
    Jiqing SUN
    Hongfei LIN
    Hualei DONG
    Shaowu ZHANG
    Science China(Information Sciences), 2017, 60 (11) : 19 - 27
  • [32] Tag-Based Expert Recommendation in Community Question Answering
    Yang, Baoguo
    Manandhar, Suresh
    2014 PROCEEDINGS OF THE IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING (ASONAM 2014), 2014, : 960 - 963
  • [33] Convolutional neural networks for expert recommendation in community question answering
    Jian Wang
    Jiqing Sun
    Hongfei Lin
    Hualei Dong
    Shaowu Zhang
    Science China Information Sciences, 2017, 60
  • [34] Improving Recommendation of Tail Tags for Questions in Community Question Answering
    Wu, Yu
    Wu, Wei
    Zhang, Xiang
    Li, Zhoujun
    Zhou, Ming
    THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2016, : 3066 - 3072
  • [35] Convolutional neural networks for expert recommendation in community question answering
    Wang, Jian
    Sun, Jiqing
    Lin, Hongfei
    Dong, Hualei
    Zhang, Shaowu
    SCIENCE CHINA-INFORMATION SCIENCES, 2017, 60 (11)
  • [36] Expert recommendation in community question answering: a review and future direction
    Yang Z.
    Liu Q.
    Sun B.
    Zhao X.
    International Journal of Crowd Science, 2019, 3 (03) : 348 - 372
  • [37] Dynamic user modeling for expert recommendation in community question answering
    He, Tongze
    Guo, Caili
    Chu, Yunfei
    Yang, Yang
    Wang, Yanjun
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 39 (05) : 7281 - 7292
  • [38] ANSWERING THE QUESTION OR QUESTIONING THE ANSWER?
    Robson, Debbie
    McNeill, Ann
    ADDICTION, 2018, 113 (03) : 407 - 409
  • [39] Language-independent Profile-based Tag Recommendation for Community Question Answering Systems
    Roostaee, M.
    INTERNATIONAL JOURNAL OF ENGINEERING, 2024, 37 (12): : 2547 - 2559
  • [40] Why Answer this Question? Experts' Behaviors on Educational Community Question-Answering Platforms
    Stokhof, Harry
    Meli, Kalliopi
    Lavidas, Konstantinos
    Grammenos, Dimitrios
    ELECTRONIC JOURNAL OF E-LEARNING, 2022, 20 (02): : 87 - 100
12345