Knowledge Extraction from Structured Engineering Drawings

被引:10
|
作者
Lu, Tong [1 ]
Yang, Yubin [1 ]
Yang, Ruoyu [1 ]
Cai, Shijie [1 ]
机构
[1] Nanjing Univ, State Key Lab Software Novel Technol, Nanjing 210093, Peoples R China
来源
FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 2, PROCEEDINGS | 2008年
关键词
knowledge extraction; drawing; engineering;
D O I
10.1109/FSKD.2008.184
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
As a typical type of structured documents, table drawings are widely used in engineering fields. Knowledge extraction of such structured documents plays an important role in automatic interpretation systems. In this paper, we propose a new knowledge extraction method based on automatically analyzing drawing layout and extracting physical or logical structures from the given engineering table drawings. Then based on the automatic interpretation results, we further propose normalization method to integrate varied types of engineering tables with other engineering drawings and extract implied domain knowledge.
引用
收藏
页码:415 / 419
页数:5
相关论文
共 50 条
  • [1] Development of an Engineering Knowledge Extraction Framework
    Ho, Chengter
    COMPUTATIONAL COLLECTIVE INTELLIGENCE: TECHNOLOGIES AND APPLICATIONS, PT I, 2010, 6421 : 413 - 420
  • [2] Structured Data Extraction from Emails
    Mahlawi, Ashraf Q.
    Sasi, Sreela
    2017 INTERNATIONAL CONFERENCE ON NETWORKS & ADVANCES IN COMPUTATIONAL TECHNOLOGIES (NETACT), 2017, : 323 - 328
  • [3] WebKE: Knowledge Extraction from Semi-structured Web with Pre-trained Markup Language Model
    Xie, Chenhao
    Huang, Wenhao
    Liang, Jiaqing
    Huang, Chengsong
    Xiao, Yanghua
    PROCEEDINGS OF THE 30TH ACM INTERNATIONAL CONFERENCE ON INFORMATION & KNOWLEDGE MANAGEMENT, CIKM 2021, 2021, : 2211 - 2220
  • [4] Automating Knowledge Extraction from Unstructured Knowledge Articles
    Manchanda, Sanjeev
    Phansalkar, Ajeet
    2019 IEEE PUNE SECTION INTERNATIONAL CONFERENCE (PUNECON), 2019,
  • [5] Intelligent knowledge extraction from the web
    Cardeñosa, J
    Tovar, E
    INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2003, 11 : 117 - 134
  • [6] Knowledge extraction from neural networks
    Browne, A
    Hudson, B
    Whitley, D
    Ford, M
    Picton, P
    Kazemian, H
    IECON'03: THE 29TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1 - 3, PROCEEDINGS, 2003, : 1909 - 1913
  • [7] DBpedia and the live extraction of structured data from Wikipedia
    Morsey, Mohamed
    Lehmann, Jens
    Auer, Soeren
    Stadler, Claus
    Hellmann, Sebastian
    PROGRAM-ELECTRONIC LIBRARY AND INFORMATION SYSTEMS, 2012, 46 (02) : 157 - 181
  • [8] Semantic Knowledge Extraction from Research Documents
    Upadhyay, Rishabh
    Fujii, Akihiro
    PROCEEDINGS OF THE 2016 FEDERATED CONFERENCE ON COMPUTER SCIENCE AND INFORMATION SYSTEMS (FEDCSIS), 2016, 8 : 439 - 445
  • [9] Knowledge Extraction from Transducer Neural Networks
    Stefan Wermter
    Applied Intelligence, 2000, 12 : 27 - 42
  • [10] Action Knowledge Extraction from Web Text
    Ge, Ansheng
    Mao, Wenji
    Zeng, Daniel
    Wang, Lei
    2013 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENCE AND SECURITY INFORMATICS: BIG DATA, EMERGENT THREATS, AND DECISION-MAKING IN SECURITY INFORMATICS, 2013, : 368 - 370