Automatic Keyphrase Extraction from Medical Documents

被引：0
|
作者：
Sarkar, Kamal [1 ]
机构：
[1] Jadavpur Univ, Comp Sci & Engn Dept, Kolkata 700032, India
来源：
PATTERN RECOGNITION AND MACHINE INTELLIGENCE, PROCEEDINGS | 2009年 / 5909卷
关键词：
Domain specific keyphrase extraction; Medical documents; Text mining; Naive Bayes;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Keyphrases provide semantic metadata that summarizes the documents and enable the reader to quickly determine whether the given article is in the reader's fields of interest. This paper presents an automatic keyphrase extraction method based on the naive Bayesian learning that exploits a number of domain-specific features to boost up the keyphrase extraction performance in medical domain. The proposed method has been compared to a popular keyphrase extraction algorithm, called Kea.
引用
收藏
页码：273 / 278
页数：6
相关论文
共 50 条
  • [31] Automatic Keyphrase Extraction : An Overview Of The State Of The Art
    Merrouni, Zakariae Alami
    Frikh, Bouchra
    Ouhbi, Brahim
    2016 4TH IEEE INTERNATIONAL COLLOQUIUM ON INFORMATION SCIENCE AND TECHNOLOGY (CIST), 2016, : 306 - 313
  • [32] Automatic Keyphrase Extraction from Scientific Chinese Medical Abstracts Based on Character-Level Sequence Labeling
    Liangping Ding
    Zhixiong Zhang
    Huan Liu
    Jie Li
    Gaihong Yu
    JournalofDataandInformationScience, 2021, 6 (03) : 35 - 57
  • [33] Automatic Opinion Extraction from Web Documents
    Shandilya, Shishir K.
    Jain, Suresh
    2009 INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING, PROCEEDINGS, 2009, : 351 - 355
  • [34] Bi-LSTM-CRF Sequence Labeling for Keyphrase Extraction from Scholarly Documents
    Al-Zaidy, Rabah A.
    Caragea, Cornelia
    Giles, C. Lee
    WEB CONFERENCE 2019: PROCEEDINGS OF THE WORLD WIDE WEB CONFERENCE (WWW 2019), 2019, : 2551 - 2557
  • [35] Automatic Keyphrase Extraction based on NLP and Statistical Mathods
    Dostal, Martin
    Jezek, Karel
    DATESO 2011: DATABASES, TEXTS, SPECIFICATIONS, OBJECTS, 2011, 706 : 140 - 145
  • [36] Web document clustering by using automatic keyphrase extraction
    Flan, Juhyun
    Kim, Taehwan
    Choi, Joongmin
    PROCEEDING OF THE 2007 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY, WORKSHOPS, 2007, : 56 - 59
  • [37] Improved Automatic Keyphrase Extraction by Using Semantic Information
    Wang, XiaoLing
    Mu, DeJun
    Fang, Jun
    INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION, VOL 1, PROCEEDINGS, 2008, : 1061 - 1065
  • [38] BibRank: Automatic Keyphrase Extraction Platform Using Metadata
    Eldallal, Abdelrhman
    Barbu, Eduard
    INFORMATION, 2023, 14 (10)
  • [39] A Graph-based Approach of Automatic Keyphrase Extraction
    Yan Ying
    Tan Qingping
    Xie Qinzheng
    Zeng Ping
    Li Panpan
    ADVANCES IN INFORMATION AND COMMUNICATION TECHNOLOGY, 2017, 107 : 248 - 255
  • [40] Automatic Knowlegde Base updating for keyphrase extraction system
    Kongkachandra, R
    Chamnongthai, K
    7TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL IX, PROCEEDINGS: COMPUTER SCIENCE AND ENGINEERING: II, 2003, : 360 - 365
12345