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2015 | OriginalPaper | Buchkapitel

11. Social Interactions in Post-design Phases in Product Development and Consumption: Computational Social Science Modeling

verfasst von : Russell Thomas, John Gero

Erschienen in: Principia Designae - Pre-Design, Design, and Post-Design

Verlag: Springer Japan

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Abstract

This chapter presents a system to model social interactions between producers and consumers in the post-design phase. Producers form their expectations about consumer behavior during the pre-design and design phases. Consumers’ behaviors are a result of their interactions with designs based on their experiences that form their value systems as well as their social interactions with other consumers. Because the post-design phase includes consumer behavior, producers reevaluate their plans and strategies for future designs. A subset of the system is implemented to model social interactions where the producers and consumers are modeled as computational agents. The agents’ values that are used to guide their decision-making are modified through the agents’ interactions with products and other agents. One of the goals of this work is to demonstrate the viability of agent-based modeling to study innovation ecosystems and their social aspects. Through computational experiments, we are able to test hypotheses regarding the mutual influence of producer and consumer values on the trajectory of design improvements. Exemplary results are presented.

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Literatur
Zurück zum Zitat Akintoye A, Beck M (2009) Policy, management and finance for public-private partnerships. Wiley, Oxford Akintoye A, Beck M (2009) Policy, management and finance for public-private partnerships. Wiley, Oxford
Zurück zum Zitat Archibugi D, Howells J, Michie J (1999) Innovation policy in a global economy. Cambridge University Press, New YorkCrossRef Archibugi D, Howells J, Michie J (1999) Innovation policy in a global economy. Cambridge University Press, New YorkCrossRef
Zurück zum Zitat Asimov M (1962) Introduction to design. Prentice-Hall, Englewood Cliffs Asimov M (1962) Introduction to design. Prentice-Hall, Englewood Cliffs
Zurück zum Zitat Auerswald P, Kauffman S, Lobo J, Shell K (2000) The production recipes approach to modeling technological innovation: an application to learning by doing. J Econ Dynam Contr 24(3):389–450CrossRefMATH Auerswald P, Kauffman S, Lobo J, Shell K (2000) The production recipes approach to modeling technological innovation: an application to learning by doing. J Econ Dynam Contr 24(3):389–450CrossRefMATH
Zurück zum Zitat Avermaete T, Morgan EJ, Viaene J, Pitts E, Crawford N, Mahon D (2003) Regional patterns of innovation: case study of small food firms. In: DRUID summer conference 2003 on creating, sharing and transferring knowledge. Copenhagen, Denmark, June 12–14, 2003 Avermaete T, Morgan EJ, Viaene J, Pitts E, Crawford N, Mahon D (2003) Regional patterns of innovation: case study of small food firms. In: DRUID summer conference 2003 on creating, sharing and transferring knowledge. Copenhagen, Denmark, June 12–14, 2003
Zurück zum Zitat Bower JL, Christensen CM (1996) Disruptive technologies: catching the wave. J Prod Innovat Manag 13(1):75–76CrossRef Bower JL, Christensen CM (1996) Disruptive technologies: catching the wave. J Prod Innovat Manag 13(1):75–76CrossRef
Zurück zum Zitat Castelfranchi C (2001) The theory of social functions: challenges for computational social science and multi-agent learning. Cognit Syst Res 2(1):5–38CrossRef Castelfranchi C (2001) The theory of social functions: challenges for computational social science and multi-agent learning. Cognit Syst Res 2(1):5–38CrossRef
Zurück zum Zitat Clancey WJ (1997) Situated cognition: on human knowledge and computer representations. Cambridge University Press, Cambridge Clancey WJ (1997) Situated cognition: on human knowledge and computer representations. Cambridge University Press, Cambridge
Zurück zum Zitat Cooke P (2001) Regional innovation systems, clusters, and the knowledge economy. Ind Corp Change 10(4):945–974CrossRef Cooke P (2001) Regional innovation systems, clusters, and the knowledge economy. Ind Corp Change 10(4):945–974CrossRef
Zurück zum Zitat Danneels E (2004) Disruptive technology reconsidered: a critique and research agenda. J Prod Innovat Manag 21(4):246–258CrossRef Danneels E (2004) Disruptive technology reconsidered: a critique and research agenda. J Prod Innovat Manag 21(4):246–258CrossRef
Zurück zum Zitat Dooley K (1997) A complex adaptive systems model of organization change. Nonlinear Dynam Psychol Life Sci 1(1):69–97CrossRefMATH Dooley K (1997) A complex adaptive systems model of organization change. Nonlinear Dynam Psychol Life Sci 1(1):69–97CrossRefMATH
Zurück zum Zitat Dosi G (1982) Technological paradigms and technological trajectories: a suggested interpretation of the determinants and directions of technical change. Res Pol 11(3):147–162CrossRef Dosi G (1982) Technological paradigms and technological trajectories: a suggested interpretation of the determinants and directions of technical change. Res Pol 11(3):147–162CrossRef
Zurück zum Zitat Dosi G, Nelson RR (2010) Technical change and industrial dynamics as evolutionary processes. In: Handbook of the economics of innovation. Elsevier, Amsterdam, pp 51–127 Dosi G, Nelson RR (2010) Technical change and industrial dynamics as evolutionary processes. In: Handbook of the economics of innovation. Elsevier, Amsterdam, pp 51–127
Zurück zum Zitat Edquist C (2005) Systems of innovation: perspectives and challenges. In: Oxford handbook of innovation. Oxford University Press, Oxford, pp 181–208 Edquist C (2005) Systems of innovation: perspectives and challenges. In: Oxford handbook of innovation. Oxford University Press, Oxford, pp 181–208
Zurück zum Zitat Epstein JM (2012) Generative social science: studies in agent-based computational modeling. Princeton University Press, Princeton Epstein JM (2012) Generative social science: studies in agent-based computational modeling. Princeton University Press, Princeton
Zurück zum Zitat Epstein JM, Axtell R (1996) Growing artificial societies: social science from the bottom up. Brookings Institution Press, Washington, DC Epstein JM, Axtell R (1996) Growing artificial societies: social science from the bottom up. Brookings Institution Press, Washington, DC
Zurück zum Zitat Feldman DH, Csikszentmihalyi M, Gardner H (1994) Changing the world: a framework for the study of creativity. Praeger, Westport Feldman DH, Csikszentmihalyi M, Gardner H (1994) Changing the world: a framework for the study of creativity. Praeger, Westport
Zurück zum Zitat Ferber J (1999) Multi-agent systems: an introduction to distributed artificial intelligence. Addison-Wesley, Harlow Ferber J (1999) Multi-agent systems: an introduction to distributed artificial intelligence. Addison-Wesley, Harlow
Zurück zum Zitat Finke RA (1996) Imagery, creativity, and emergent structure. Conscious Cognit 5(3):381–393CrossRef Finke RA (1996) Imagery, creativity, and emergent structure. Conscious Cognit 5(3):381–393CrossRef
Zurück zum Zitat Friedkin NE, Johnsen EC (1999) Social influence networks and opinion change. Adv Group Processes 16(1):1–29 Friedkin NE, Johnsen EC (1999) Social influence networks and opinion change. Adv Group Processes 16(1):1–29
Zurück zum Zitat Gärdenfors P (2004) Conceptual spaces: the geometry of thought. MIT Press, Cambridge Gärdenfors P (2004) Conceptual spaces: the geometry of thought. MIT Press, Cambridge
Zurück zum Zitat Gero JS (1990) Design prototypes: a knowledge representation schema for design. AI Mag 11(4):26 Gero JS (1990) Design prototypes: a knowledge representation schema for design. AI Mag 11(4):26
Zurück zum Zitat Gero JS (1996) Creativity, emergence and evolution in design. Knowl Base Syst 9(7):435–448CrossRef Gero JS (1996) Creativity, emergence and evolution in design. Knowl Base Syst 9(7):435–448CrossRef
Zurück zum Zitat Gero JS (2000) Computational models of innovative and creative design processes. Technol Forecast Soc Change 64(2–3):183–196CrossRef Gero JS (2000) Computational models of innovative and creative design processes. Technol Forecast Soc Change 64(2–3):183–196CrossRef
Zurück zum Zitat Gero JS (2008) Towards the foundations of a model of design thinking. DARPA Project BAA07-21 Gero JS (2008) Towards the foundations of a model of design thinking. DARPA Project BAA07-21
Zurück zum Zitat Gero JS, Damski JC (1997) A symbolic model for graphical emergence. Environ Plann B Plann Des 24(4):509–526CrossRef Gero JS, Damski JC (1997) A symbolic model for graphical emergence. Environ Plann B Plann Des 24(4):509–526CrossRef
Zurück zum Zitat Gero JS, Kannengiesser U (2004) The situated function–behaviour–structure framework. Des Stud 25(4):373–391CrossRef Gero JS, Kannengiesser U (2004) The situated function–behaviour–structure framework. Des Stud 25(4):373–391CrossRef
Zurück zum Zitat Gero JS, Kannengiesser U (2009) Understanding innovation as a change of value systems. In: Proceedings of growth and development of computer aided innovation third IFIP WG 5.4 working conference, CAI 2009, pp 249–257, Harbin, 20–21 Aug 2009 Gero JS, Kannengiesser U (2009) Understanding innovation as a change of value systems. In: Proceedings of growth and development of computer aided innovation third IFIP WG 5.4 working conference, CAI 2009, pp 249–257, Harbin, 20–21 Aug 2009
Zurück zum Zitat Gero J, Maher M (eds) (1993) Modeling creativity and knowledge-based design. Psychology Press, Florence Gero J, Maher M (eds) (1993) Modeling creativity and knowledge-based design. Psychology Press, Florence
Zurück zum Zitat Gilbert N (2002) Varieties of emergence. In: Proceedings of agent 2002 conference: social agents: ecology, exchange, and evolution, pp 11–12, Chicago Gilbert N (2002) Varieties of emergence. In: Proceedings of agent 2002 conference: social agents: ecology, exchange, and evolution, pp 11–12, Chicago
Zurück zum Zitat Gilbert N, Conte R (1995) Artificial societies: the computer simulation of social life. Psychology Press, Florence Gilbert N, Conte R (1995) Artificial societies: the computer simulation of social life. Psychology Press, Florence
Zurück zum Zitat Goldstein J (1999) Emergence as a construct: history and issues. Emergence 1(1):49–72CrossRef Goldstein J (1999) Emergence as a construct: history and issues. Emergence 1(1):49–72CrossRef
Zurück zum Zitat Grace K, Saunders R, Gero J (2008) A computational model for constructing novel associations. In: Proceedings of the international joint workshop on computational creativity. Madrid, Spain, September 17–19, 2008 Grace K, Saunders R, Gero J (2008) A computational model for constructing novel associations. In: Proceedings of the international joint workshop on computational creativity. Madrid, Spain, September 17–19, 2008
Zurück zum Zitat Holland JH (2000) Emergence: from chaos to order. Oxford University Press, New York Holland JH (2000) Emergence: from chaos to order. Oxford University Press, New York
Zurück zum Zitat Hybs I, Gero JS (1992) An evolutionary process model of design. Des Stud 13(3):273–290CrossRef Hybs I, Gero JS (1992) An evolutionary process model of design. Des Stud 13(3):273–290CrossRef
Zurück zum Zitat Kauffman S (1996) At home in the universe: the search for the laws of self-organization and complexity. Oxford University Press, Oxford Kauffman S (1996) At home in the universe: the search for the laws of self-organization and complexity. Oxford University Press, Oxford
Zurück zum Zitat Kuhn TS (1996) The structure of scientific revolutions. University of Chicago Press, ChicagoCrossRef Kuhn TS (1996) The structure of scientific revolutions. University of Chicago Press, ChicagoCrossRef
Zurück zum Zitat Leydesdorff L (2000) The triple helix: an evolutionary model of innovations. Res Pol 29(2):243–255CrossRef Leydesdorff L (2000) The triple helix: an evolutionary model of innovations. Res Pol 29(2):243–255CrossRef
Zurück zum Zitat Liggett RE (2010) Multivariate approaches for relating consumer preference to sensory characteristics. Ph.D. dissertation, The Ohio State University Liggett RE (2010) Multivariate approaches for relating consumer preference to sensory characteristics. Ph.D. dissertation, The Ohio State University
Zurück zum Zitat Llerena P (2006) Innovation policy in a knowledge-based economy: theory and practice. Springer, Berlin Llerena P (2006) Innovation policy in a knowledge-based economy: theory and practice. Springer, Berlin
Zurück zum Zitat Macy MW, Willer R (2002) From factors to actors: computational sociology and agent-based modeling. Ann Rev Sociol 28:143–166CrossRef Macy MW, Willer R (2002) From factors to actors: computational sociology and agent-based modeling. Ann Rev Sociol 28:143–166CrossRef
Zurück zum Zitat Malerba F, Nelson R, Orsenigo L, Winter S (2007) Demand, innovation, and the dynamics of market structure: the role of experimental users and diverse preferences. J Evol Econ 17(4):371–399CrossRef Malerba F, Nelson R, Orsenigo L, Winter S (2007) Demand, innovation, and the dynamics of market structure: the role of experimental users and diverse preferences. J Evol Econ 17(4):371–399CrossRef
Zurück zum Zitat Miller JH, Page SE (2009) Complex adaptive systems: an introduction to computational models of social life: an introduction to computational models of social life. Princeton University Press, Princeton Miller JH, Page SE (2009) Complex adaptive systems: an introduction to computational models of social life: an introduction to computational models of social life. Princeton University Press, Princeton
Zurück zum Zitat Moldovan S, Goldenberg J (2004) Cellular automata modeling of resistance to innovations: effects and solutions. Technol Forecasting Soc Change 71(5):425–442CrossRef Moldovan S, Goldenberg J (2004) Cellular automata modeling of resistance to innovations: effects and solutions. Technol Forecasting Soc Change 71(5):425–442CrossRef
Zurück zum Zitat Pahl G, Beitz W, Feldhusen J, Grote KH (eds) (2007) Engineering design: a systematic approach. Springer, London Pahl G, Beitz W, Feldhusen J, Grote KH (eds) (2007) Engineering design: a systematic approach. Springer, London
Zurück zum Zitat Repenning NP (2002) A simulation-based approach to understanding the dynamics of innovation implementation. Org Sci 13(2):109–127CrossRef Repenning NP (2002) A simulation-based approach to understanding the dynamics of innovation implementation. Org Sci 13(2):109–127CrossRef
Zurück zum Zitat Sahal D (1985) Technological guideposts and innovation avenues. Res Pol 14(2):61–82CrossRef Sahal D (1985) Technological guideposts and innovation avenues. Res Pol 14(2):61–82CrossRef
Zurück zum Zitat Saunders R, Gero JS (2004) Situated design simulations using curious agents. AIEDAM 18(2):153–161CrossRef Saunders R, Gero JS (2004) Situated design simulations using curious agents. AIEDAM 18(2):153–161CrossRef
Zurück zum Zitat Saviotti P (1996) Technological evolution, variety, and the economy. Edward Elgar Pub, Aldershot and Lyme Saviotti P (1996) Technological evolution, variety, and the economy. Edward Elgar Pub, Aldershot and Lyme
Zurück zum Zitat Saviotti PP, Metcalfe JS (1984) A theoretical approach to the construction of technological output indicators. Res Pol 13(3):141–151CrossRef Saviotti PP, Metcalfe JS (1984) A theoretical approach to the construction of technological output indicators. Res Pol 13(3):141–151CrossRef
Zurück zum Zitat Sawyer RK, Sawyer RK (2012) Explaining creativity: the science of human innovation. Oxford University Press, Oxford Sawyer RK, Sawyer RK (2012) Explaining creativity: the science of human innovation. Oxford University Press, Oxford
Zurück zum Zitat Scherer FM (1986) Innovation and growth: schumpeterian perspectives. MIT Press, Cambridge Scherer FM (1986) Innovation and growth: schumpeterian perspectives. MIT Press, Cambridge
Zurück zum Zitat Schumpeter JA (1942) Capitalism, socialism and democracy. Harper, New York Schumpeter JA (1942) Capitalism, socialism and democracy. Harper, New York
Zurück zum Zitat Smith GJ, Gero JS (2001) Emerging strategic knowledge while learning to interpret shapes. In: Gero JS, Hori K (eds) Strategic knowledge and concept formation III, Key Centre of Design Computing and Cognition. University of Sydney, Sydney, pp 69–86 Smith GJ, Gero JS (2001) Emerging strategic knowledge while learning to interpret shapes. In: Gero JS, Hori K (eds) Strategic knowledge and concept formation III, Key Centre of Design Computing and Cognition. University of Sydney, Sydney, pp 69–86
Zurück zum Zitat Smith GJ, Gero JS (2005) What does an artificial design agent mean by being ‘situated’? Des Stud 26(5):535–561CrossRef Smith GJ, Gero JS (2005) What does an artificial design agent mean by being ‘situated’? Des Stud 26(5):535–561CrossRef
Zurück zum Zitat Sosa R, Gero JS (2004) A computational framework to investigate creativity and innovation in design. In: Gero JS (ed) Design Computing and Cognition ’04. Springer, New York Sosa R, Gero JS (2004) A computational framework to investigate creativity and innovation in design. In: Gero JS (ed) Design Computing and Cognition ’04. Springer, New York
Zurück zum Zitat Sosa R, Gero JS (2005) A computational study of creativity in design: the role of society. AI EDAM 19(4):229–244 Sosa R, Gero JS (2005) A computational study of creativity in design: the role of society. AI EDAM 19(4):229–244
Zurück zum Zitat Sosa R, Gero J (2007) Computational explorations of compatibility and innovation. In: León-Rovira N (ed) Trends in computer aided innovation, vol 250. IFIP, The International Federation for Information Processing, Springer, New York, pp 13–22CrossRef Sosa R, Gero J (2007) Computational explorations of compatibility and innovation. In: León-Rovira N (ed) Trends in computer aided innovation, vol 250. IFIP, The International Federation for Information Processing, Springer, New York, pp 13–22CrossRef
Zurück zum Zitat Taura T, Nagai Y (2005) Primitives and principles of synthesis process for creative design. In: Gero JS, Maher ML (eds) Preprints of international conference of computational and cognitive models of creative design VI, pp 177–194, Key Centre of Design Computing and Cognition Heron Island, Australia, 10–14 Dec 2005 Taura T, Nagai Y (2005) Primitives and principles of synthesis process for creative design. In: Gero JS, Maher ML (eds) Preprints of international conference of computational and cognitive models of creative design VI, pp 177–194, Key Centre of Design Computing and Cognition Heron Island, Australia, 10–14 Dec 2005
Zurück zum Zitat Weiss G (2000) Multiagent systems. MIT Press, Cambridge Weiss G (2000) Multiagent systems. MIT Press, Cambridge
Zurück zum Zitat Wooldridge M (2008) An introduction to multiagent systems. Wiley, Chichester Wooldridge M (2008) An introduction to multiagent systems. Wiley, Chichester
Metadaten
Titel
Social Interactions in Post-design Phases in Product Development and Consumption: Computational Social Science Modeling
verfasst von
Russell Thomas
John Gero
Copyright-Jahr
2015
Verlag
Springer Japan
DOI
https://doi.org/10.1007/978-4-431-54403-6_11

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