| id |
ecaade2018_176 |
| authors |
Fisher-Gewirtzman, Dafna and Polak, Nir |
| year |
2018 |
| title |
Integrating Crowdsourcing & Gamification in an Automatic Architectural Synthesis Process |
| source |
Kepczynska-Walczak, A, Bialkowski, S (eds.), Computing for a better tomorrow - Proceedings of the 36th eCAADe Conference - Volume 1, Lodz University of Technology, Lodz, Poland, 19-21 September 2018, pp. 439-444 |
| doi |
https://doi.org/10.52842/conf.ecaade.2018.1.439
|
| summary |
This work covers the methodological approach that is used to gather information from the wisdom of crowd, to be utilized in a machine learning process for the automatic generation of minimal apartment units. The flexibility in the synthesis process enables the generation of apartment units that seem to be random and some are unsuitable for dwelling. Thus, the synthesis process is required to classify units based on their suitability. The classification is deduced from opinions of human participants on previously generated units. As the definition of "suitability" may be subjective, this work offers a crowdsourcing method in order to reach a large number of participants, that as a whole would allow to produce an objective classification. Gaming elements have been adopted to make the crowdsourcing process more intuitive and inviting for external participants. |
| keywords |
crowdsourcing and gamification; urban density; optimization; automated architecture synthesis; minimum apartments; visual openness |
| series |
eCAADe |
| email |
|
| full text |
 file.pdf (1,554,048 bytes) |
| references |
Content-type: text/plain
|
Aydin, S., Lo, T. T. and Schnabel, M. A. (2014)
 Gamification of Shape Grammars-Collaborative and Participatory Mass-Housing Design for Kashgar Old Town
, Fusion-Proceedings of the 32nd eCAADe Conference, Department of Architecture and Built Environment, aculty of Engineering and Environment, Newcastle upon Tyne, England, UK
|
|
|
|
|
Bader, J. and Zitzler, E. (2011)
HypE: An algorithm for fast hypervolume-based many-objective optimization
, Evolutionary computation, 19.1, pp. 45-76
|
|
|
|
|
Chang, J.C., Amershi, S. and Kamar, E. (2017)
Revolt: Collaborative crowdsourcing for labeling machine learning datasets
, Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems
|
|
|
|
|
Fisher-Gewirtzman, D., Burt, M. and Tzamir, Y. (2003)
A 3-D Visual Method for Comparative Evaluation of Dense Built-Up Environments
, Environment and Planning B: Planning and Design, 30, pp. 575-587
|
|
|
|
|
Fisher-Gewirtzman, D. (2016)
The association between perceived density in minimum apartments and spatial openness index three-dimensional visual analysis
, Environment and Planning B: Planning and Design, 44,4, pp. 764-795
|
|
|
|
|
Fisher-Gewirtzman, D. (2017)
3D LOS Visibility Calculations as Comparative Analysis and Evaluation of Urban Typologies'
, 5th Annual International Conference on Architecture and Civil Engineering, Singapore
|
|
|
|
|
Fisher-Gewirtzman, D. (2018)
The impact of alternative interior configurations on the perceived density in minimum apartments
, Architectural and Planning Research (in press), 0, p. 0
|
|
|
|
|
Grobman, Y. J. (2008)
Architectural Design Methods Based on the Use of Digital Tools - Performance Based Form Generation and Optimization
, Ph.D. Thesis, Technion - IIT, Haifa, Israel
|
|
|
|
|
Jabi, W. (2017)
Enhancing parametric design through non-manifold topology
, Design Studies, 52, pp. 96-114
|
|
|
|
|
Morschheuser, B., Hamari, J. and Koivsito, J. (2016)
Gamification in crowdsourcing: a review
, Proceedings of the 49th Annual Hawaii International Conference on System Sciences (HICSS), Kauai, Hawaii, p. 4375-4384
|
|
|
|
|
Simon, D. (2013)
Evolutionary optimization algorithms
, John Wiley & Sons
|
|
|
|
|
Smola, A. (2008)
Introduction to Machine Learning
, Cambridge: The Press Syndicate of the University of Cambridge
|
|
|
|
| last changed |
2022/06/07 07:51 |
|
