Abstract
In this chapter I discuss the possibility of exploiting large-scale knowledge sharing and mass interaction taking place on the Internet to build decision support systems based on distributed collective intelligence. Pros and cons of currently available collaborative technologies are reviewed with respect to their ability to favor knowledge accumulation, filtering, aggregation and consensus formation. In particular, I focus on a special kind of collaborative technologies, online collaborative mapping, whose characteristics can overcome some limitations of more popular collaborative tools, in particular thanks to their capacity to support collective sense-making and the construction of shared knowledge objects. By reviewing some of the work in the field, I argue that the combination of online mapping and computational techniques for beliefs aggregation can provide an interesting basis to support the construction of systems for distributed decision-making.
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References
Cowgill, B., Wolfers, J., Wharton, U.P., Zitzewitz, E.: Using Prediction Markets to Track Information Flows: Evidence from Google. working paper (2008), http://bocowgill.com/GooglePredictionMarketPaper.pdf
Conklin, J.: Dialogue Mapping: Building Shared Understanding of Wicked Problems. Wiley, Chichester (2006)
Das, S.: Symbolic argumentation for decision making under uncertainty. In: 8th International Conference on Information Fusion (2005)
de Moor, A., Aakhus, A.M.: Argumentation support from technologies to tools. Communication of the ACM 49, 93–98 (2006)
Dung, P.M.: On the acceptability of arguments and its fundamental role in nonmonotonic reasoning, logic programming and n-person games. Artificial intelligence 77, 321–357 (1995)
Gloor, P., Swarm Creativity, P.: - Competitive advantage through collaborative networks. Oxford University Press, New York (2006)
Gurkan, A., Iandoli, L., Klein, M., Zollo, G.: Mediating debate through on-line large-scale argumentation: evidence from the field. Accepted for publication on the Journal fo Information Sciences (forthcoming)
Herrera, F., Herrera-Viedma, E., Martinez, L.: Representation models for aggregating linguistic information: issues and analysis. In: Di, T., Calvo, G., Mayor, R. (eds.) Aggregation Operators: new trends and applications, Springer, Heidelberg
Iandoli, L., Klein, M., Zollo, G.: Enabling On-Line Deliberation and Collective Decision-Making through Large-Scale Argumentation: A New Approach to the Design of an Internet-Based Mass Collaboration Platform. International Journal of Decision Support System Technology 1, 69–92 (2009)
Introne, J.: Adaptive Mediation in Groupware. PhD Dissertation, Brandeis University (2008)
Introne, J.: Supporting group decisions by mediating deliberation to improve information pooling. In: Proceedings of the ACM, international conference on Supporting group work, pp. 188–198 (2009)
Jøsang, A., Ismail, R., Boyd, C.: A survey of trusts and reputation systems for online service provision, Decision Support Systems, vol. 43, pp. 618–644 (2007)
Kirschner, P.A., Shum, S.B., Carr, C.S.: Visualizing Argumentation. Springer, Heidelberg (2003)
Klein, M., Cioffi, M., Malone, T.: Achieving Collective Intelligence via Large Scale On-line Argumentation. In: Working paper, MIT Center for Collective Intelligence, Cambridge (2007)
Kosko, B.: Neural networks and fuzzy systems. Prentice-Hall, Englewood Cliffs (1992)
Malone, T.W., Laubacher, R., Introne, J., Klein, M., Abelson, H., Sterman, J.: G. Olson, The Climate Collaboratorium: Project Overview, MIT Center for Collective Intelligence Working Paper No. 2009-03, http://cci.mit.edu/publications/CCIwp2009-03.pdf
McAfee, A.: Enterprise 2.0: The Dawn of Emergent Collaboration. MIT Sloan Management Review 47(3), 21–28 (2006)
Novak, J.D., Canas, A.J.: The Theory Underlying Concept Maps and How to Construct and Use Them. Technical Report IHMC CmapTools, -01 Rev 01-2008 (2006), http://www.cmap.org
Page, S.E.: The Difference: How the Power of Diversity Creates Better Groups,Firms, Schools, and Societies. Princeton University Press, NJ (2007)
Pollock, J.L.: Defeasible reasoning with variable degrees of justification. Artifical Intelligence 133, 233–282 (2001)
Raymond, E.S.: The cathedral and the bazaar. O’Reilly, Sebastopol (2001)
Shafer, G.: A mathematical theory of evidence. Princeton University Press, Princeton (1976)
O’Reilly, T.: What Is Web 2.0. Design Patterns and Business Models for the Next Generation of Software (2005), http://oreilly.com/web2/archive/what-is-web-20.html
Shum, S.J.B., Selvin, A.M., Sierhuis, M., Conklin, J., Haley, C.B., Nuseibeh, B.: Hypermedia Support for Argumentation-Based Rationale: 15 Years on from gIBIS and QOC. In: Dutoit, A.H., McCall, R., Mistrik, I., Paech, B. (eds.) Rationale Management in Software Engineering, Springer, Berlin (2006)
Stephanou, H.E., Lu, S.Y.: Measuring Consensus Effectiveness by a Generalized Entropy Criterion. IEEE Transactions on Pattern Analysis and Machine Intelligence 10(4) (1988)
Sunstein, C.R.: Infotopia. Oxford University Press, New York (2006)
Surowiecki, J.: The Wisdom of Crowds: Why the Many Are Smarter Than the Few and How Collective Wisdom Shapes Business, Economies. In: Societies and Nations, Societies and Nations, Doubleday, New York (2004)
Suthers, D.D., Vatrapu, R., Medina, R., Joseph, S., Dwyer, N.: Beyond threaded discussion: Representational guidance in asynchronous collaborative learning environments. Computers & Education 50(4), 1103–1127 (2008)
Tapscott, D., Williams, A.D.: Wikinomics. Penguin Book, New York (2006)
Toulmin, S.: The Uses of Arguments. Cambridge University Press, Cambridge (1959)
von Krogh, G., von Hippel, E.: The Promise of Research on Open Source Software. Management Science 52, 975–983 (2006)
Wolfers, J., Zitzewitz, E.: Prediction Markets. The Journal of Economic Perspectives 18, 107–126 (2004)
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Iandoli, L. (2011). Building Consensus in On-Line Distributed Decision Making: Interaction, Aggregation and the Construction of Shared Knowledge. In: Herrera-Viedma, E., GarcÃa-Lapresta, J.L., Kacprzyk, J., Fedrizzi, M., Nurmi, H., Zadrożny, S. (eds) Consensual Processes. Studies in Fuzziness and Soft Computing, vol 267. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-20533-0_18
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