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
来源：
CRAFTING GLOBAL COMPETITIVE ECONOMIES: 2020 VISION STRATEGIC PLANNING & SMART IMPLEMENTATION, VOLS I-IV | 2014年
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
  • [1] Literature-Based Discovery: Critical Analysis and Future Directions
    Ahmed, Ali
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2016, 16 (07): : 11 - 26
  • [2] Application of Literature-Based Discovery in Nonmedical Disciplines: A Survey
    Hui, Wendy
    Lau, Wai Kwong
    2019 2ND INTERNATIONAL CONFERENCE ON COMPUTING AND BIG DATA (ICCBD 2019), 2019, : 7 - 11
  • [3] Literature-Based Discovery
    Ruch, Patrick
    JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY, 2010, 61 (07): : 1506 - 1508
  • [4] Validating discovery in literature-based discovery
    Kostoff, Ronald N.
    JOURNAL OF BIOMEDICAL INFORMATICS, 2007, 40 (04) : 448 - 450
  • [5] Validating discovery in literature-based discovery - Response
    Pratt, Wanda
    Yetisgen-Yildiz, Meliha
    JOURNAL OF BIOMEDICAL INFORMATICS, 2007, 40 (04) : 450 - 452
  • [6] Literature-Based Discovery: Beyond the ABCs
    Smalheiser, Neil R.
    JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY, 2012, 63 (02): : 218 - 224
  • [7] Literature-based discovery by lexical statistics
    Lindsay, RK
    Gordon, MD
    JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE, 1999, 50 (07): : 574 - 587
  • [8] Literature-based discovery by lexical statistics
    Mental Health Research Institute, University of Michigan Medical School, 205 Zina Pitcher Place, Ann Arbor, MI, United States
    J. Am. Soc. Inf. Sci., 7 (574-587):
  • [9] Exploring relation types for literature-based discovery
    Preiss, Judita
    Stevenson, Mark
    Gaizauskas, Robert
    JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2015, 22 (05) : 987 - 992
  • [10] Literature-based discovery: New trends and techniques
    Smalheiser, NR
    Palmer, CL
    Swanson, DR
    Srinivasan, P
    Hearst, M
    ASIST 2003: PROCEEDINGS OF THE 66TH ASIST ANNUAL MEETING, VOL 40, 2003: HUMANIZING INFORMATION TECHNOLOGY: FROM IDEAS TO BITS AND BACK, 2003, 40 : 497 - 497
12345