Foundations for the Design of a Creative System Based on the Analysis of the Main Techniques that Stimulate Human Creativity
-
-
[1] Universitat de València
Universitat de València
Valencia, España
-
[2] Universidad Complutense de Madrid
Universidad Complutense de Madrid
Madrid, España
-
- Localización: IJIMAI, ISSN-e 1989-1660, Vol. 7, Nº. 2, 2021, págs. 199-211
- Idioma: inglés
- DOI: 10.9781/ijimai.2021.03.001
- Texto completo no disponible (Saber más ...)
-
Resumen
This work presents the design of a computational system with creative capacity, based on the synthesis of the main methods that stimulate human creativity. When analyzing each method, a set of characteristics that the computer system must have in order to emulate a creative capacity has been suggested. In this way, by integrating all the suggestions in a structured way, it is possible to design the general architecture and functioning strategy of a computer system that has the incremental creative capacity of well-known creative methods. This computational system is designed as a multi-agent system, made up of two groups of agents, the problem solving group and the creative group, the first one exploring and evaluating paths for suitable solutions, the second implementing creative methods to generate new paths that are provided to the first group.
-
Referencias bibliográficas
- L. De Garrido, J. Gomez Sanz, J. Pavón, “Agent-based Modeling of Collaborative Creative Processes with INGENIAS,” AI Communications, vol....
- M. Boden, “Creativity and artificial intelligence”, in Artificial Intelligence, vol. 103, no. 1-2, 1998, pp. 347-356.
- M. Boden, “Creativity,” in Artificial Intelligence, Academic Press, 1996, pp. 267-291.
- K. Jennings, “Developing creativity: Artificial barriers in artificial intelligence,” in Minds and Machines, vol. 20, no. 4, 2010, pp. 489-501.
- R. A. Brooks, “Intelligence without reason”. Massachusetts Institute of Technology. Artificial Intelligence Memo No. 1293, 2010.
- M. Rhodes, “An analysis of creativity,” in Phi Delta Kappan, vol. 42, no. 7, 1961, 305–310.
- A. Jordanous, “Four PPPPerspectives on computational creativity in theory and in practice,” in Connection Science, vol. 28, no. 2, 2016, pp....
- C. Lamb, D.G. Brown, and C. Clarke, “Evaluating computational creativity: An interdisciplinary tutorial,” in ACM Computing Surveys vol. 51,...
- G. A. Wiggins, “A preliminary framework for description, analysis and comparison of creative systems,” in Knowledge-Based Systems, vol. 19,...
- M. Martin, and K.I. Voigt, “What Do We Really Know about Creativity Techniques? A Review of the Empirical Literature,” The Role of Creativity...
- S. A. Leybourne, “The Creativity Matrix: Balancing Architectural and Process Creativity in Project-based Management,” in IRNOP Conference,...
- V. Tang, J. Luo, “Idea matrix and creativity operators,” in DS 75-7: Proceedings of the 19th International Conference on Engineering Design...
- M. A. Runco, Problem Finding, Problem Solving, and Creativity, California, USA, Greenwood Publishing Group, 1994.
- I. Wopereis, E. Derix “Seeking Creativity: A Case Study on Information Problem Solving in Professional Music,” in Kurbanoğlu S. et al. (eds)...
- J. G. Rawlinson, Creative thinking and brainstorming, Routledge, 2017.
- A. F. Osborn, “Creative Thinking,” in American Association of Industrial Nurses Journal, vol. 6, no. 9, 1954, pp. 23-25.
- M. E. Raichle, “The brain’s default mode network,” in Annual Review of Neuroscience, vol. 38, 2015, pp. 433-447.
- L. De Garrido, Applications of Artificial Intelligence in the composition of architectural objects. PhD Thesis, Escuela Técnica Superior de...
- E. De Bono, The Use of Lateral Thinking, London, Jonathan Cape Ltd. 1967.
- E. De Bono, Six thinking hats, London, UK, Penguin, 2017.
- F. Garijo, and L. De Garrido, “A knowledge based system for house design,” in Proceedings of the 1988 IEEE International Conference on Systems,...
- O. López-Ortega, “Computer-assisted creativity: Emulation of cognitive processes on a multi-agent system,” in Expert Systems with Applications,...
- C. Olszak, and T. Bartus, “Multi-agent approach in designing of organizational creativity support,” in The European Conference on Information...
- L. Macedo, and A. Cardoso, “Using Surprise to Create Products that get the Attention of other Agents,” in AAAI Fall Symposium, 2011, pp. 79-84.
- M. d’Inverno, and M. Luck, “Creativity through autonomy and interaction,” in Cognitive Computation, 4(3), 2012, pp. 332-346.
- G. R. Greenfield, ”Computational aesthetics as a tool for creativity,” in Proceedings of the 5th conference on Creativity & cognition,...
- U. Lösch, J. Dugdale, Y. Demazeau, “Requirements for supporting individual human creativity in the design domain,” in International Conference...
- R. Sosa, J. S. Gero, “A computational framework for the study of creativity and innovation in design: Effects of social ties,” in Design Computing...
- A. Kirke, E. Miranda, “Emotional and multi-agent systems in computeraided writing and poetry,” in Proceedings of the Artificial Intelligence...
- G. Méndez, P. Gervás, and C. León, “A model of character affinity for agent-based story generation,” in 9th International Conference on Knowledge,...
- J. Pavón, J. J. Gómez-Sanz, R. Fuentes, “The INGENIAS methodology and tools,” in Agent-oriented methods, IGI Global, Idea Group Publishing,...
- J.J. Shah, S.M. Smith, N. Vargas-Hernandez, “Metrics for measuring ideation effectiveness,” in Design Studies, vol. 24, no. 2, 2003, pp. 111-134.
