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Technological Change and Innovation for Sustainable Cities: A Multiagent-Based Ontological Approach

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Smart Energy in the Smart City

Part of the book series: Green Energy and Technology ((GREEN))

Abstract

Debates on sustainable technologies for urban management—be they related to energy, water, transport, or any other major sectors—tend to be restricted to issues about how to support a transition to new and more efficient technologies, as part of a linear path of progress proceeding from old, backward technologies to modern ones. Technologies themselves tend to be treated like black-boxes, somehow exogenously defined by engineering R&D efforts, while societies are mainly conceived of as passive agents, which can, at most, accept or reject them on the basis of their preferences. In our paper we adopt a different perspective, i.e., we start from the acknowledgement of the importance of the work of many distributed agents and micro-learning processes in technological evolutions and innovations as well as from the idea that sustainable solutions are by no means restricted to linear progression from past to future, as they can also encompass returns and recombinations of traditional components and practices together with new ones. After grounding our approach in some of the main contributions from innovation studies as well as in the application of cognitive science to evolutionary studies of technologies, we specifically discuss the possibility to use a multi-agent and multi-indexing ontological system as a device to share and learn technological knowledge across a wide community, thus supporting those micro-learning processes of distributed agents, which—in our perspective—can boost innovation and change in practice. In so doing, we will refer to a case study developed within the EU-funded project ANTINOMOS “A knowledge network for solving real-life water problems in developing countries: bridging contrasts”, which has largely dealt with enhancement and management of local/community-based knowledge for water sector management. The major aim is to create an appropriate learning environment for sharing and for actively generating knowledge through multi-actor synergies. In this paper, the above subject is discussed and carried out with a cross-disciplinary, cross-scale, multi-agent approach, considering the different forms of local knowledge and language involved.

The present chapter is the result of a joint research work carried out by the authors. Nevertheless, D. Borri wrote Sect. 3, D. Camarda wrote Sect. 4 and 6, L. Grassini wrote Sect. 1 and 2 and M. Patano wrote Sect. 5.

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References

  • Abraham A, Grosan C (2008) Engineering evolutionary intelligent systems: methodologies, architectures and reviews. Stud Computat Intell 82:1–22

    Google Scholar 

  • Agarwal A, Narain S (1997) Dying wisdom. rise, fall and potential of India’s traditional water harvesting systems. State of India’s Environment: A Citizens’ Report, N. 4, Centre for science and Environment (CSE), New Delhi

    Google Scholar 

  • Ahmad S (1966) On the theory of induced innovation. Econom J 76:344–357

    Google Scholar 

  • Ahuja G, Lampert CM (2001) Entrepreneurship in the large corporation: a longitudinal study of how established firms create breakthrough inventions. Strateg Manag J 22:521–543

    Article  Google Scholar 

  • Archibugi D, Lundvall BA (eds) (2001) The Globalizing Learning Economy. Oxford University Press, Oxford

    Google Scholar 

  • Barbanente A, Borri D, Grassini L (2012) Evolutionary technologies in knowledge-based management of water resources: perspectives from South Asian case studies. In: Higgitt D (ed) Perspectives on environmental management and technology in Asian River Basins. Springer, Dordrecht, pp 45–67

    Chapter  Google Scholar 

  • Bathelt H, Malmberg A, Maskell P (2004) Clusters and knowledge: local buzz, global pipelines and the process of knowledge creation. Prog Hum Geogr 28(1):31–36

    Article  Google Scholar 

  • Bergek A, Jacobsson S, Carlsson B, Lindmark S, Rickne A (2008) Analyzing the functional dynamics of technological innovation systems: a scheme of analysis. Res Policy 37:407–429

    Article  Google Scholar 

  • Bijker WE (1995) Of bicycles, bakelites and bulbs: towards a theory of sociotechnical change. The MIT Press, Cambridge/London

    Google Scholar 

  • Bijker WE, Hughes TP, Pinch TJ (eds) (1987) The social construction of technological systems: new directions in the sociology and history of technology. MIT Press, Cambridge

    Google Scholar 

  • Binswanger HP, Ruttan VW (1978) Induced innovation: technology, institutions, and development. John Hopkins University Press, Baltimore

    Google Scholar 

  • Borri D (2011) Technological memories. Plurimondi. Int Forum Res Debate Hum Settl IV(9):81–91

    Google Scholar 

  • Borri D, Camarda D, De Liddo A (2004) Envisioning environmental futures: Multi-agent knowledge generation, frame problem, cognitive mapping. Lecture Notes in Computer Science, vol 3190, pp 230–237

    Google Scholar 

  • Borri D, Camarda D, Grassini L (2005) Complex knowledge in the environmental domain: Building intelligent architectures for water management. Lecture Notes in Computer Science, vol 3533, pp 762–772

    Google Scholar 

  • Borri D, Camarda D, Grassini L (2006) Distributed knowledge in environmental planning: hybrid IT-based approaches in scenario-building contexts. Group Decis Negot 6:557–580

    Article  Google Scholar 

  • Borri D, Grassini L, Starkl M (2009) Technological innovations and decision making changes in the water sector: Experiences from India. In: Messerschmid C, El-Jazairi L, Khatib I, Al Haj Daoud A (eds) Water: values & rights. Palestine Academy for Science and Technology, Palestine, pp 577–590

    Google Scholar 

  • Breschi S, Malerba F (1997) Sectoral innovation systems: technological regimes, Schumpeterian dynamics, and spatial boundaries. In: Edquist C (ed) Systems of innovation: technologies, institutions and organizations. Pinter, London/Washington, pp 130–156

    Google Scholar 

  • Brodt SB (2001) A system perspective on the conservation and erosion of indigenous agricultural knowledge in central India. Human Ecol 29(1):99–120

    Article  Google Scholar 

  • Brown S, Kozinets RV, Sherry JF (2003) Sell me the old, old story: retromarketing marketing and the art of brand revival. J Customer Behavior 2:85–98

    Article  Google Scholar 

  • Buchanan B, Shortliffe E (1977) Production rules as a representation for a knowledge-based consultation prigram. Artif Intell 8(1):15–45

    Article  MATH  Google Scholar 

  • Carlsson B, Stankiewicz R (1991) On the nature, function and composition of technological systems. J Evol Econ 1(2):93–118

    Article  Google Scholar 

  • Cohen W, Levinthal D (1990) Absorptive capacity: a new perspective on learning and innovation. Adm Sci Q 35:128–152

    Article  Google Scholar 

  • Collins HM (1990) Artificial experts. social knowledge and intelligent machines. The MIT Press, Cambridge

    Google Scholar 

  • Comelli E (2016) Tecnologie più veloci della società (Technologies faster than society). Il Sole 24 Ore 512:10

    Google Scholar 

  • Dosi G (1988) Sources, procedures and microeconomic effects of innovation. J Econom Literature 26(2):1120–1171

    Google Scholar 

  • Ebersbach A, Glaser M, Heigl R, Warta A (2008) Wiki: web collaboration. Springer, Berlin

    Google Scholar 

  • Elzen B, Geels FW, Green K (eds) (2004) System innovation and the transition to sustainability: theory, evidence and policy. Edward Elgar, Cheltenham

    Google Scholar 

  • Escobar A (1996) Constructing nature: elements for a post-structural political ecology. In: Peet R, Watts M (eds) Liberation ecologies. Environment, development, social movements. Routledge, London, pp 46–68

    Google Scholar 

  • Farla J, Markard J, Raven R, Coenen L (2012) Sustainability transitions in the making: a closer look at actors, strategies and resources. Technol Forecast Soc Chang 79:991–998

    Article  Google Scholar 

  • Ferber J (1999) Multi-agent system: an introduction tio distributed artificial intelligence. Addison Wesley Longman, Harlow

    Google Scholar 

  • Fleming L (2001) Recombinant uncertainty in technological search. Manage Sci 47(1):117–132

    Article  Google Scholar 

  • Fleming L (2007) Brekthroughs and the ‘long tail’ of innovation. MIT Sloan Manage Rev 49:68–74

    Google Scholar 

  • Forester J (1988) Planning in the face of power. University of California Press, Berkeley

    Google Scholar 

  • Forester J (1999) The deliberative practitioner: encouraging participatory planning processes. MIT Press, Cambridge

    Google Scholar 

  • Gartner WB (1988) “Who is an entrepreneur” is the wrong question. American J Small Business 12(4):11–32

    MathSciNet  Google Scholar 

  • Garud R, Karnøe P (2003) Bricolage versus breakthrough: distributed and embedded agency in technology entrepreneurship. Res Policy 32:277–300

    Article  Google Scholar 

  • Geels FW (2002) Technological transitions as evolutionary reconfiguration processes: a multi level perspective and a case study. Res Policy 31:1257–1274

    Article  Google Scholar 

  • Geels FW (2004) From sectoral systems of innovation to socio-technical systems. insights about dynamics and change from sociology and institutional theory. Res Policy 33(6/7):897–920

    Article  Google Scholar 

  • Geels FW, Schot J (2010) The dynamics of socio-technical transitions—a socio-technical perspective. In: Grin J, Rotmans J, Schot J (eds) Transitions to sustainable development. Routledge, London, pp 9–101

    Google Scholar 

  • Geels FW, Hekkert MP, Jacobsson S (2008) The dynamics of sustainable innovation journeys. Technol Anal Strateg Manag 20(5):521–536

    Article  Google Scholar 

  • Gerner J, Naramore E, Owens M (2006) Professional LAMP: Linux, Apache, MySQL, and PHP web development. Wiley & Sons, New Jersey

    Google Scholar 

  • Giovannini E (2016) Innovazione per la sostenibilità (Innovation for sustainability). Il Sole 24 Ore 512:9

    Google Scholar 

  • Grassini L (2011) Buone prassi per chi? Politiche di sviluppo e pratiche interpretative in India. Alinea, Firenze

    Google Scholar 

  • Grassini L (2012) Water resources management and territorial development: technological changes in the Apulia region in the post-Unitary period. Plurimondi. Int Forum Res Debate Hum Settl 11:89–123

    Google Scholar 

  • Grassini L (2013) Gestione delle risorse idriche e sviluppo territoriale. Percorsi di innovazione tra modernità e tradizione. Planum. J Urbanism 27(2)

    Google Scholar 

  • Greenwald BC, Stiglitz JE (1986) Externalities in economies with imperfect information and incomplete markets. Q J Econ 101(2):229–264

    Article  Google Scholar 

  • Greenwald BC, Stiglitz JE (1990) Asymmetric information and the new theory of the firm: Financial constraints and risk behavior. Am Econ Rev 80(2):160–165

    Google Scholar 

  • Griffith M (ed) (1983) Aeschylus’ Prometheus Bound. Cambridge University Press, Cambridge

    Google Scholar 

  • Griliches Z (1984) R&D, Patents and Productivity. University of Chicago Press, Chicago

    Book  Google Scholar 

  • Hekkert MP, Suurs RAA, Negro SO, Kuhlmann S, Smits REHM (2007) Functions of innovation systems: a new approach for analyzing technological change. Technol Forecast Soc Chang 74:413–432

    Article  Google Scholar 

  • Hendry C, Harborne P (2011) Changing the view of wind power development: more than “bricolage”. Res Policy 40(5):778–789

    Article  Google Scholar 

  • Hicks J (1932) The theory of wages. Macmillan & Co, London

    Google Scholar 

  • Howells JRL (2002) Tacit knowledge, innovation and economic geography. Urban Stud 39(5–5):871–884

    Article  Google Scholar 

  • Hughes TP (1987) The evolution of large technological systems. In: Bijker W, Hughes TP, Pinch T (eds) The social construction of technological systems. MIT Press, Cambridge, pp 51–82

    Google Scholar 

  • Johnson-Laird P (1988) The computer and the mind. An introduction to cognitive science. Collins, London

    Google Scholar 

  • Kamp LM, Smits REHM, Andriesse CD (2004) Notions on learning applied to wind turbine development in the Netherlands and Denmark. Energy Policy 32:1625–1637

    Article  Google Scholar 

  • Katila R (2002) New product search over time: past ideas in their prime? Acad Manag J 45(5):995–1010

    Article  Google Scholar 

  • Katila R, Ahuja G (2002) Something old, something new: a longitudinal study of search behavior and new product introduction. Acad Manag J 45:1183–1194

    Google Scholar 

  • Keeney J, Lewis D, O’Sullivan D (2007) Ontological semantics for fistributing contextual knowledge in highly distributed autonomic systems. J Netw Syst Manage 15(1):75–86

    Article  Google Scholar 

  • Khakee A, Barbanente A, Camarda D, Puglisi M (2002) With or without? Comparative study of preparing participatory scenarios using computer-aided and traditional brainstorming. J Future Res 6:45–64

    Google Scholar 

  • Khaled MH, Mohamed SK (2004) Efficient phrase-based document indexing for web document clustering. IEEE Trans Knowl Data Eng 16:1279–1296

    Article  Google Scholar 

  • King P, Munson EV (eds) (2004) Digital documents: systems and principles. Springer Verlag, Berlin

    Google Scholar 

  • Kubursi A, Borri D, Grassini L (2011) In praise of traditional technologies. Plurimondi. Int forum Res Debate Human Settl. Special issue on Antinomos: Dilemmas in water supply and sanitation technologies IV(8):21–50

    Google Scholar 

  • Latour B (1987) Science in action: how to follow scientists and engineers through society. Open University Press, Milton Keynes

    Google Scholar 

  • Mansfield E (1968) Industrial research and technological innovation. Norton, New York

    Google Scholar 

  • March J (1991) Exploration and exploitation in organizational learning. Organ Sci 2:71–87

    Article  Google Scholar 

  • McCully P (1996) Silenced rivers: the ecology and politics of large dams. Zed Books, London

    Google Scholar 

  • Messeni Petruzzelli A, Albino V (2012) When tradition turns into innovation. How firms can create and appropriate value through tradition. Woodhead Publishing Limited, Cambridge

    Google Scholar 

  • Messeni Petruzzelli A, Rotolo D, Albino V (2012) The impact of old technologies on innovation: the case of US biotechnology industry. Technol Anal Strateg Manag 24:453–466

    Article  Google Scholar 

  • Mignolo W (2000) Local histories/global designs: coloniality, subaltern knowledges, and border thinking. Princeton University Press, Princeton

    Google Scholar 

  • Minsky ML (1987) The Society of Mind. Simon & Schuster, New York

    Google Scholar 

  • Minsky M (1988) The emotion machine: common sense thinking, artificial intelligence, and the future of human mind. Simon and Schuster, New York

    Google Scholar 

  • Negro S, Hekkert MP (2008) Explaining the success of emerging technologies by innovation system functioning: the case of biomass digestion in Germany. Technol Anal Strateg Manag 20(4):465–482

    Article  Google Scholar 

  • Nelson RR, Winter SG (1973) Towards an evolutionary theory of economic capabilities. Am Econ Rev 63:440–449

    Google Scholar 

  • Nelson RR, Winter SG (1977) In search of useful theory of innovation. Res Policy 6(1):36–76

    Article  Google Scholar 

  • Nelson RR, Winter SG (1982) An evolutionary theory of economic change. Cambridge University Press, Cambridge

    Google Scholar 

  • Nerkar A (2003) Old is gold? The value of temporal exploration in the creation of new knowledge. Manage Sci 49:211–229

    Article  Google Scholar 

  • Nonaka I (1999) The dynamics of knowledge creation. In: Ruggles R, Holtshouse D (eds) The knowledge advantage. Ernst and Young, Dover

    Google Scholar 

  • Postel SL (2000) Entering an era of water scarcity: the challenges ahead. Ecol Appl 10(4):941–948

    Article  Google Scholar 

  • Raven RPJM, Geels FW (2010) Socio-cognitive evolution in niche development: Comparative analysis of biogas development in Denmark and the Netherlands (1973–2004). Technovation 30(2):87–99

    Article  Google Scholar 

  • Rinkus S, Walji M, Johnson-Troop KA, Malin JT, Turley JP, Smith JW, Zhang J (2005) Human-centered design of a distributed knowledge management system. J Biomed Inform 38(1):4–17

    Article  Google Scholar 

  • Rip A, Kemp R (1998) Technological change. In: Rayner S, Malone EL (eds) Human choice and climate change—resources and technology. Battelle Press, Columbus, pp 327–399

    Google Scholar 

  • Rosenberg N (1982) Inside the black box: technology and economics. Cambridge University Press

    Google Scholar 

  • Rostow WW (1960) The stages of economic growth: a non-communist manifesto. Cambridge University Press, Cambridge

    Google Scholar 

  • Scherer F (1986) Innovation and growth, schumpeterian perspectives. The MIT Press, Cambridge

    Google Scholar 

  • Schmookler J (1966) Invention and economic growth. Harvard University Press, Cambridge

    Book  Google Scholar 

  • Schumpeter JA (1934) The theory of economic development: an inquiry into profits, capital, credit, interest and the business cycle (trans from the German by Opie R). Transaction Publishers, New Brunswick and London

    Google Scholar 

  • Schumpeter JA (1942) Capitalism, socialism and democracy. Harper, New York

    Google Scholar 

  • Severino E (1979) Legge e Caso (Law and chance). Milano, Adelphi

    Google Scholar 

  • Severino E (1998) Il Destino della Tecnica (The destiny of the technique). Milano, Rizzoli

    Google Scholar 

  • Shanahan M (1997) Solving the frame problem. MIT Press, Cambridge

    Google Scholar 

  • Shiva V (2001) Water wars. privatisation, pollution and profit. Pluto Press, London

    Google Scholar 

  • Silver D et al (2016) Mastering the game of Go with deep neural networks and tree search. Nature 529:484–489

    Google Scholar 

  • Smith A, Jan-Peter Voβ J-P, Grin J (2010) Innovation studies and sustainability transitions: the allure of a multi-level perspective and its challenges. Res Policy 39(4):435–448

    Article  Google Scholar 

  • Solow RM (1957) Technical change and the aggregate production function. Rev Econ Stat 39:312–320

    Article  Google Scholar 

  • Sørensen J, Stuart T (2000) Aging, obsolescence, and organizational innovation. Adm Sci Q 45(1):81–112

    Article  Google Scholar 

  • Stuart TE, Podolny JM (1996) Local search and the evolution of technological capabilities. Strateg Manag J 17:21–38

    Article  Google Scholar 

  • Torregrosa Armentia ML, Castro JE, Allen A, Gómez González Cosío R, Vera J, Kloster K (2006) Institutional development and political processes, baseline document for the cross-cutting perspective 2. National Water Commission, Mexico City

    Google Scholar 

  • Unver OIH (1997) South-eastern Anatolian Project (GAP). Water Resour Dev 13(4):453–483

    Article  Google Scholar 

  • van de Kerkhof M, Wieczorek A (2005) Learning and stakeholder participation in transition processes towards sustainability: methodological considerations. Technol Forecast Soc Chang 72:733–747

    Article  Google Scholar 

  • van den Bergh JCJM, Gowdy JM (2000) Evolutionary theories in environmental and resource economics: approaches and applications. Environ Resour Econ 17(1):37–57

    Google Scholar 

  • Voβ J-P, Smith A, Grin J (2009) Designing long-term policy: rethinking transition management. Policy Sci 42(4):275–302

    Article  Google Scholar 

  • Winograd T, Flores F (1987) Understanding computers and cognition. A new foundation for design. Ablex, Norwood, New Jersey

    MATH  Google Scholar 

  • Zeleny M (2005) Human systems management: integrating knowledge, management and systems. World Scientific, New York

    Book  MATH  Google Scholar 

  • Zhang J (1998) A distributed representation approach to group problem solving. J Am Soc Inform Sci 801–809

    Google Scholar 

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Acknowledgements

The research on which the paper is based is part of the project ANTINOMOS, “A knowledge network for solving real life water problems in developing countries”, funded by the European Commission under the Sixth Framework Programme.

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Authors and Affiliations

  1. Technical University of Bari, Bari, Italy

    Dino Borri, Domenico Camarda, Laura Grassini & Mauro Patano

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  1. Dino Borri
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  2. Domenico Camarda
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  3. Laura Grassini
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  4. Mauro Patano
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Correspondence to Dino Borri .

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  1. Departement of Civil, Architectural, University of Naples Federico II, Napoli, Italy

    Rocco Papa

  2. Department of Engineering, University of Sannio, Benevento, Italy

    Romano Fistola

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Borri, D., Camarda, D., Grassini, L., Patano, M. (2016). Technological Change and Innovation for Sustainable Cities: A Multiagent-Based Ontological Approach. In: Papa, R., Fistola, R. (eds) Smart Energy in the Smart City. Green Energy and Technology. Springer, Cham. https://doi.org/10.1007/978-3-319-31157-9_4

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