A Critical Survey on Current Literature-Based Discovery Models

被引:0
|
作者
Ahmed, Ali [1 ]
Alhashmi, Saadat M. [2 ]
机构
[1] Al Imam Mohammad Ibn Saud Islamic Univ IMSIU, Riyadh, Saudi Arabia
[2] Abu Dhabi Univ, Coll Engn, Al Ain, U Arab Emirates
关键词
Literature-Based Discovery; Information Retrieval; Data-mining; Knowledge Discovery; LINK DISCOVERY; IDENTIFICATION; ASSOCIATION; CONNECTIONS; HYPOTHESES; CANDIDATES; SETS;
D O I
暂无
中图分类号
F [经济];
学科分类号
02 ;
摘要
Literature-Based Discovery (LBD) is the science of relating existing knowledge in literature to discover new relationships. It is sometimes referred to as "hidden knowledge". The problem could be related to different domains such as information retrieval in general. This research addresses this point (i.e. different research methodologies) highlighting the advantages and disadvantages of currently available methodologies. We will provide the most recent classification of the existing LBD methods relating the problem to other domains.
引用
下载
收藏
页码:1383 / 1399
页数:17
相关论文
共 50 条
  • [21] Neural networks for open and closed Literature-based Discovery
    Crichton, Gamal
    Baker, Simon
    Guo, Yufan
    Korhonen, Anna
    PLOS ONE, 2020, 15 (05):
  • [22] Constructing a Graph Database for Semantic Literature-Based Discovery
    Hristovski, Dimitar
    Kastrin, Andrej
    Dinevskr, Dejan
    Rindflesch, Thomas C.
    MEDINFO 2015: EHEALTH-ENABLED HEALTH, 2015, 216 : 1094 - 1094
  • [23] Literature-based discovery of new candidates for drug repurposing
    Yang, Hsih-Te
    Ju, Jiun-Huang
    Wong, Yue-Ting
    Shmulevich, Ilya
    Chiang, Jung-Hsien
    BRIEFINGS IN BIOINFORMATICS, 2017, 18 (03) : 488 - 497
  • [24] A new evaluation methodology for literature-based discovery systems
    Yetisgen-Yildiz, Meliha
    Pratt, Wanda
    JOURNAL OF BIOMEDICAL INFORMATICS, 2009, 42 (04) : 633 - 643
  • [25] Emerging approaches in literature-based discovery: techniques and performance review
    Sebastian, Yakub
    Siew, Eu-Gene
    Orimaye, Sylvester O.
    KNOWLEDGE ENGINEERING REVIEW, 2017, 32 : 1 - 35
  • [26] Using Literature-Based Discovery to Explain Adverse Drug Effects
    Hristovski, Dimitar
    Kastrin, Andrej
    Dinevski, Dejan
    Burgun, Anita
    Ziberna, Lovro
    Rindflesch, Thomas C.
    JOURNAL OF MEDICAL SYSTEMS, 2016, 40 (08)
  • [27] LION LBD: a literature-based discovery system for cancer biology
    Pyysalo, Sampo
    Baker, Simon
    Ali, Imran
    Haselwimmer, Stefan
    Shah, Tejas
    Young, Andrew
    Guo, Yufan
    Hogberg, Johan
    Stenius, Ulla
    Narita, Masashi
    Korhonen, Anna
    BIOINFORMATICS, 2019, 35 (09) : 1553 - 1561
  • [28] Using statistical and knowledge-based approaches for literature-based discovery
    Yetisgen-Yildiz, Meliha
    Pratt, Wanda
    JOURNAL OF BIOMEDICAL INFORMATICS, 2006, 39 (06) : 600 - 611
  • [29] A Directional Recognition Algorithm of Semantic Relation for Literature-Based Discovery
    Liu, Xiaoyong
    Fu, Hui
    Jiang, Chaoyong
    ADVANCES IN SWARM INTELLIGENCE, ICSI 2016, PT II, 2016, 9713 : 281 - 288
  • [30] Learning the heterogeneous bibliographic information network for literature-based discovery
    Sebastian, Yakub
    Siew, Eu-Gene
    Orimaye, Sylvester Olubolu
    KNOWLEDGE-BASED SYSTEMS, 2017, 115 : 66 - 79