--- abstract: "A constructivist approach is applied to characterising social embeddedness and to the design of a simulation of social agents which displays the social embedding of agents. Social embeddedness is defined as the extent to which modelling the behaviour of an agent requires the inclusion of the society of agents as a whole. Possible effects of social embedding and ways to check for it are discussed briefly. A model of co-developing agents is exhibited, which is an extension of Brian Arthur's `El Farol Bar' model, but extended to include learning based upon a GP algorithm and the introduction of communication. Some indicators of social embedding are analysed and some possible causes of social embedding are discussed." altloc: - http://www.cpm.mmu.ac.uk/cpmrep34.html chapter: ~ commentary: ~ commref: ~ confdates: ~ conference: ~ confloc: ~ contact_email: ~ creators_id: [] creators_name: - family: Edmonds given: Bruce honourific: '' lineage: '' date: 1999 date_type: published datestamp: 2001-08-30 department: ~ dir: disk0/00/00/17/79 edit_lock_since: ~ edit_lock_until: ~ edit_lock_user: ~ editors_id: [] editors_name: - family: Dautenhahn given: Kerstin honourific: '' lineage: '' eprint_status: archive eprintid: 1779 fileinfo: /style/images/fileicons/application_postscript.png;/1779/1/socembA4.ps|/style/images/fileicons/application_pdf.png;/1779/5/socemb.pdf full_text_status: public importid: ~ institution: ~ isbn: ~ ispublished: pub issn: ~ item_issues_comment: [] item_issues_count: 0 item_issues_description: [] item_issues_id: [] item_issues_reported_by: [] item_issues_resolved_by: [] item_issues_status: [] item_issues_timestamp: [] item_issues_type: [] keywords: 'social, agents, constructivism, embeddedness, interaction, simulation, modelling, imitation, communication, meaning, genetic programming' lastmod: 2011-03-11 08:54:47 latitude: ~ longitude: ~ metadata_visibility: show note: ~ number: 3/4 pagerange: 323-347 pubdom: FALSE publication: Adaptive Behavior publisher: International Society for Adaptive Behavior refereed: TRUE referencetext: |- [1] Akiyama, E. and K. Kaneko, (1996). Evolution of Cooperation, Differentiation, Complexity, and Diversity in an Iterated Three-person Game, Artificial Life, 2:293-304. [2] Arthur, B. (1994). Inductive Reasoning and Bounded Rationality. American Economic Association Papers, 84: 406-411. [3] Bednarz, J. 1984. Complexity and Intersubjectivity. Human Studies, 7:55-70. [4] Beer, R. D. (1990). Intelligence as Adaptive Behaviour. Academic Press. [5] Brooks, R. (1991). Intelligence without Representation. Artificial Intelligence, 47:139-159. [6] Carley, K. and Newell, A. (1994). The Nature of the Social Agent. Journal of Mathematical Sociology, 19:221-262. [7] Carneiro, R. L. (1987). The Evolution of Complexity in Human Societies and its Mathematical Expression. International Journal of Comparative Sociology, 28:111-128. [8] Clancy, W. J. (1997). Situated Cognition. Cambridge University Press, Cambridge. [9] Dautenhahn, K. (1997). I Could Be You: The phenomenological dimension of social understanding. Cybernetics and Systems, 28:417-453. [10] Drescher, G. L. (1991). Made-up Minds - A Constructivist Approach to Artificial Intelligence. Cambridge, MA: MIT Press. [11] Durkheim, E. (1895). The rules of sociological method. Readings from Durkheim. chichester: Ellis Horwood. [12] Edmonds, B. (1996). Pragmatic Holism. CPM Report 96-08, MMU, 1996. [13] Edmonds, B. (1997). Complexity and Scientific Modelling. 20th International Wittgenstein Symposium, Kirchberg am Wechsel, Austria, August 1997. Also available as CPM Report 97-23, MMU, Manchester, UK. [14] Edmonds, B. (1998). Gossip, Sexual Recombination and the El Farol Bar: modelling the emergence of heterogeneity. Computation in Economics, Finance and Engineering: Economic Systems conference (CEFES'98), June/July 1998, Cambridge, UK. Also available as CPM Report 97-31, MMU, Manchester, UK. [15] Edmonds, B. (forthcoming). Modelling Socially Intelligent Agents. Applied Artificial Intelligence, 12(6). [16] Edmonds, B. and S. J. Moss, (1997). Modelling Bounded Rationality using Evolutionary Techniques. Lecture Notes in Computer Science, 1305:31-42. [17] Foerster, E. von (1973). On Constructing a Reality. In Preiser (ed.), Environmental Research Design, Vol 2. Stroudsburg: Dowden, Hutchinson and Ross, 35-46. [18] Glasersfeld, E. von (1995). Radical Constructivism: A Way of Knowing and Learning. London: the Falmer Press. [19] Grassé P. P. (1959). La reconstruction du nid et les coordinations inter-individuelles chez Bellicositermes natalensis et Cubitermes sp. La theorie de la stigmergie: Essai d'interpretation des termites constructeurs. Insect Societies, 6:41-83. [20] Harnad, S. (1990). The Symbol Grounding Problem. Physica D, 42: 335-346. [21] Kaneko, K. (1990). Globally Coupled Chaos Violates the Law of Large Numbers but not the Central Limit Theorem. Physics Review Letters, 65:1391-1394 [22] Koza, J.R. (1992). Genetic Programming: On the programming of computers by means of natural selection. Cambridge, MA: MIT Press. [23] Kummer, H., Daston, L., Gigerenzer, G. and Silk, J. (1997). The social intelligence hypothesis. In Weingart et. al (eds.), Human by Nature: between biology and the social sciences. Hillsdale, NJ: Lawrence Erlbaum Associates, 157-179. [24] Montana, D. J. (1995). Strongly Typed Genetic Programming. Evolutionary Computation, 3:199-230. [25] Moss, S.J. and Edmonds, B. (1998). Modelling Economic Learning as Modelling. Cybernetics and Systems, 29:5-37. [26] Moss, S. J., Edmonds, B. and Wallis, S. (1997). Validation and Verification of Computational Models with Multiple Cognitive Agents. CPM Report 97-25, MMU, 1997. [27] Moss, S. J., H. Gaylard, S. Wallis, and B. Edmonds, (1998). SDML: A Multi-Agent Language for Organizational Modelling. Computational and Mathematical Organization Theory, 4:43-69 [28] Piaget, J. (1954). The Construction of Reality in the Child. New York: Ballentine. [29] Riegler, A. (1992). Constructivist Artificial Life and Beyond. Workshop on Autopoiesis and Perception, Dublin City University, Aug. 1992. [30] Suchman, L.A. (1987). Plans and Situated Actions. Cambridge: Cambridge University Press. [31] Vaario, J. (1994). Artificial Life as Constructivist AI. Journal of SICE. [32] Vera, A. H. and Simon, H.A. (1993). Situated Action: A Symbolic Interpretation. Cognitive Science, 17:7-48. [33] Wimsatt, W. (1972). Complexity and Organisation. In Scavenger and Cohen (eds.), Studies in the Philosophy of Sciences. Dordrecht: Riddle, 67-86. [34] Wittgenstein, L. (1953). Philosophical Investigations. Oxford: Blackwell. relation_type: [] relation_uri: [] reportno: ~ rev_number: 14 series: ~ source: ~ status_changed: 2007-09-12 16:40:20 subjects: - comp-sci-art-intel - soc-psy succeeds: ~ suggestions: ~ sword_depositor: ~ sword_slug: ~ thesistype: ~ title: 'Capturing Social Embeddedness: a constructivist approach' type: journalp userid: 192 volume: 7