Human-computer interaction and neural networks in architectural design - A tool for design exploration

被引:0
|
作者
Silva, NF [1 ]
Bridges, AH [1 ]
机构
[1] Univ Brasilia, Fac Architetura & Urbanismo, Dept Projeto, BR-70878130 Brasilia, DF, Brazil
来源
关键词
D O I
暂无
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Design research has demonstrated that neural networks are able to support creativity. However, there are two main problems with using neural networks in design. One is how you interact with such systems. The second relates to the integration between neural network techniques and other approaches. This paper will describe an integrated model in which those problems are addressed. The resulting system provides an interface in which the neural network output is translated into textual and graphic representations that can play a meaningful role in the design process.
引用
收藏
页码:267 / 284
页数:18
相关论文
共 50 条
  • [1] Human-Computer Interaction Design in Product Design
    Yang, XianYi
    Chen, Guo
    [J]. PROCEEDINGS OF THE FIRST INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND COMPUTER SCIENCE, VOL II, 2009, : 437 - 439
  • [2] Application of Deep Neural Networks and Human-Computer Interaction Technology in Art and Design Area
    Chen, Xueying
    Liu, Fangyi
    [J]. WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022
  • [3] Interaction design: Beyond human-computer interaction
    Hansen, Heidi
    [J]. TECHNICAL COMMUNICATION, 2008, 55 (03) : 289 - 290
  • [4] On Study of Human-Computer Interaction Design
    Wang PeiHuan
    Yang XianYi
    Chen Guo
    [J]. PROCEEDINGS OF THE 9TH CONFERENCE ON MAN-MACHINE-ENVIRONMENT SYSTEM ENGINEERING, 2009, : 145 - 148
  • [5] Human-Computer Interaction: Process and Principles of Human-Computer Interface Design
    Chao, Gong
    [J]. 2009 INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING, PROCEEDINGS, 2009, : 230 - 233
  • [6] Human-Computer Interaction: The Usability Test Methods and Design Principles in the Human-Computer Interface Design
    Gong Chao
    [J]. 2009 2ND IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, VOL 3, 2009, : 283 - 285
  • [7] Design By Making Enhanced Human-Computer Interaction for Digital Conception and Manufacturing in Architectural Education
    Asut, Serdar
    [J]. FUSION: DATA INTEGRATION AT ITS BEST, VOL 1, 2014, : 401 - 410
  • [8] Human-computer interaction: Psychology as a science of design
    Carroll, JM
    [J]. ANNUAL REVIEW OF PSYCHOLOGY, 1997, 48 : 61 - 83
  • [9] The Research of design of Human-Computer Interaction Curriculum
    Lin Lian-nan
    Li Yu-long
    Cai Jia-xun
    [J]. 10TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION (ICCSE 2015), 2015, : 761 - 765
  • [10] Human-computer interaction: Psychology as a science of design
    Carroll, JM
    [J]. INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES, 1997, 46 (04) : 501 - 522