Knowledge Extraction from Graph-Based Structures in Conceptual Design

被引:0
|
作者
Slusarczyk, Grazyna [1 ]
机构
[1] Jagiellonian Univ, Fac Phys Astron & Appl Comp Sci, PL-30059 Krakow, Poland
来源
PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON COMPUTER RECOGNITION SYSTEMS CORES 2013 | 2013年 / 226卷
关键词
D O I
10.1007/978-3-319-00969-8_3
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper deals with using knowledge in order to support the conceptual stage of the design process. Both a visual language composed of design drawings and the internal graph-based structures representing these drawings are specified on the basis of the specified conceptualization of the design domain. The defined ontological commitment enables to transform knowledge about drawings encoded in their internal representations into logic formulas. The extracted facts concerning drawings together with axioms describing general domain-oriented design knowledge allow the design support system to reason about validity of created design solutions. The approach is illustrated on examples of designing floor layouts.
引用
收藏
页码:31 / 40
页数:10
相关论文
共 50 条
  • [21] Graph-based Biomedical Knowledge Discovery
    Altuner, Osman
    Bakir-Gungor, Burcu
    Bakal, Gokhan
    32ND IEEE SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE, SIU 2024, 2024,
  • [22] GRAPH-BASED KNOWLEDGE REPRESENTATION AND REASONING
    Chein, M.
    ICEIS 2010: PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS, VOL 1: DATABASES AND INFORMATION SYSTEMS INTEGRATION, 2010, : IS17 - IS21
  • [23] Graph-based acquisition of expressive knowledge
    Chaudhri, V
    Murray, K
    Pacheco, J
    Clark, P
    Porter, B
    Hayes, P
    ENGINEERING KNOWLEDGE IN THE AGE OF THE SEMANTIC WEB, PROCEEDINGS, 2004, 3257 : 231 - 247
  • [24] Inductive Graph-based Knowledge Tracing
    Han, Donghee
    Kim, Daehee
    Hank, Keejun
    Yit, Mun Yong
    2023 IEEE INTERNATIONAL CONFERENCE ON BIG DATA AND SMART COMPUTING, BIGCOMP, 2023, : 92 - 99
  • [25] Knowledge graph-based image classification
    Mbiaya, Franck Anael
    Vrain, Christel
    Ros, Frederic
    Dao, Thi-Bich-Hanh
    Lucas, Yves
    DATA & KNOWLEDGE ENGINEERING, 2024, 151
  • [26] Graph-Based Knowledge Inference for Style-Directed Architectural Design
    Mars, Agnieszka
    Grabska, Ewa
    Slusarczyk, Grazyna
    Strug, Barbara
    HYBRID ARTIFICIAL INTELLIGENT SYSTEMS, HAIS 2019, 2019, 11734 : 393 - 403
  • [27] A knowledge graph-based bio-inspired design approach for knowledge retrieval and reasoning
    Chen, Liuqing
    Cai, Zebin
    Jiang, Zhaojun
    Sun, Lingyun
    Childs, Peter
    Zuo, Haoyu
    JOURNAL OF ENGINEERING DESIGN, 2024,
  • [28] GRAPH-BASED EXTRACTION OF PROTRUSIONS AND DEPRESSIONS FROM BOUNDARY REPRESENTATIONS
    GAVANKAR, P
    HENDERSON, MR
    COMPUTER-AIDED DESIGN, 1990, 22 (07) : 442 - 450
  • [29] Accelerating scientific discovery with generative knowledge extraction, graph-based representation, and multimodal intelligent graph reasoning
    Buehler, Markus J.
    MACHINE LEARNING-SCIENCE AND TECHNOLOGY, 2024, 5 (03):
  • [30] Evolving Knowledge Graph-Based Knowledge Diffusion Model
    Yang, Caiyi
    Fu, Luoyi
    Gan, Xiaoying
    2021 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2021,