Use of the Multi-Agent Paradigm in Sustainable Tourism

Axelrod, R. (2003). Advancing the Art of Simulation in the Social Sciences. Journal of the Japanese Society for Management Information Systems. Special Issue on Agent-Based Modeling, 12(3), 16–2.Search in Google Scholar

Baggio, R. (2005). Complex Systems, Information Technologies, and Tourism: A Network Point of View. Information Technology and Tourism, 8(1), 15–29. DOI: 10.3727/109830506778193850.10.3727/109830506778193850Open DOISearch in Google Scholar

Baggio, R. (2014). Complex tourism systems: a visibility graph approach. Kybernetes, 43(3/4), 445–461. DOI: 10.1108/K-12–2013–0266.10.1108/K-1220130266Open DOISearch in Google Scholar

Baggio, R., & Baggio, J. A. (2013). Modeling Information Asymmetries in Tourism. In M. Kozak et al. (Eds.), Tourism Marketing: On Both Sides of the Country (pp. 154–174). Cambridge: Scholars Publishing.Search in Google Scholar

Balbi, S., Perez, P., & Giupponi C. (2010). A spatial agent-based model to explore scenarios of adaptation to climate change in an alpine tourism destination. In A. Ernst & S. Kuhn (Eds.), 3rd World Congress on Social Simulation (pp. 700–707). Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1566861.Search in Google Scholar

Borshchev, A. (2013). The Big Book of Simulation Modeling: Multimethod Modeling with AnyLogic 6. AnyLogic North America. ISBN 978–0989573177.Search in Google Scholar

Bustos, F., López, J., Julián, V., & Rebollo, M. (2009). STRS: Social Network Based Recommender System for Tourism Enhanced with Trust. In Proceedings of the International Symposium on Distributed Computing and Artificial Intelligence (pp. 71–79). Berlin Heidelberg: Springer-Verlag. DOI: 10.1007/978–3-540–85863–8_10.10.1007/9783-540858638_10Open DOISearch in Google Scholar

Chao, D., Furuta, K., & Kanno, T. (2011). A Framework for Agent-Based Simulation in Tourism Planning. Proceedings of the Human-Computer Interaction. Towards Mobile and Intelligent Interaction Environments (Part III, pp. 280–287). Berlin Heidelberg: Springer-Verlag. DOI: 10.1007/978–3-642–21616–9_31.10.1007/9783-642216169_31Open DOISearch in Google Scholar

Charbonneau, D., Blonder, B., & Dornhaus, A. (2013). Social Insects: A Model System for Network Dynamics. In P. Holme & J. Saramäki (Eds.), Temporal Networks – Understanding Complex Systems (pp. 217–244). Berlin Heidelberg: Springer-Verlag. DOI: 10.1007/978–3-642–36461–7_11.10.1007/9783-642364617_11Open DOISearch in Google Scholar

Collier, N., Howe, T., & North, M. (2003). Onward and upward: The transition to Repast 2.0. In K. Carley (Ed.), Proceedings of the first annual North Americal Association for Computational Social and Organisational Science conference.Search in Google Scholar

Das, D., & Gupta, S. (2014). Communication, Cooperation, Coordination and Cognition of a Multi-Agent System - A Literature Survey. International Journal of Latest Research in Science and Technology, 3(2), 147–155. ISSN (Online): 2278–5299.Search in Google Scholar

Derakhshan, F., Parandeh, M., & Moradnejad, A. (2016). An Agent-Based Mobile Recommender System for Tourisms. In Proceedings of 8th Research World International Conference, Berlin (pp. 30–34). ISBN 978–93–85973–05–5.Search in Google Scholar

Doscher, C., Moore, K., Smallman, C., Wilson, J., & Simmons, D. G. (2011). An agent-based model of tourist movements in New Zealand: implications for spatial yield. In 19th International Congress on Modelling and Simulation. Modelling and Simulation (pp. 2908–2913). Society of Australia and New Zealand. ISBN 978–0-9872143–1-7.Search in Google Scholar

Durlauf, S. N. (1998). What Should Policymakers Know About Economic Complexity? The Washington Quarterly, 21, 155–165. Retrieved from https://www.santafe.edu/media/workingpapers/97–10–080.pdf.Search in Google Scholar

Foote, R. (2007). Mathematics and complex systems. Science, 318, 410–412. DOI: 10.1126/science.1141754.10.1126/.1141754Open DOISearch in Google Scholar

Holloway, J. C., Humphreys, C., & Davidson, R. (2009). The Business of Tourism. Pearson Education Limited, 8th ed. ISBN 978–0-273–71710–2.Search in Google Scholar

Horling, B., & Lesser, V. (2004). A Survey of Multi-Agent Organizational Paradigms. The Knowledge Engineering Review, 19(4), 281–316. DOI: 10.1017/S0269888905000317.10.1017/S0269888905000317Open DOISearch in Google Scholar

Johnson, P. A., & Sieber, R. E. (2009). Agent-based modelling: A Dynamic Scenario Planning Approach to Tourism PSS. In S. Geertman & J. Stillwell (Eds.), Planning support systems: Best practices and new methods (pp. 211–226). Berlin Heidelberg: Springer-Verlag. DOI: 10.1007/978–1-4020–8952–7_11.10.1007/9781-402089527_11Open DOISearch in Google Scholar

Kaur, H., Kahlon, K. S., & Virk R. S. (2014). Migration Dynamics in Artifical Agent Societies. International Journal of Advanced Research in Artificial Intelligence, 3(2), 39–47. DOI: 10.14569/IJARAI.2014.030208.10.14569/IJARAI.2014.030208Open DOISearch in Google Scholar

Kravari, K., & Bassiliades, N. (2015). A Survey of Agent Platforms. Journal of Artificial Societies and Social Simulation, 18(1). Retrieved from http://jasss.soc.surrey.ac.uk/18/1/11.html. DOI: 10.18564/jasss.2661.10.18564/jasss.2661Open DOISearch in Google Scholar

Lin, L., Carley, K. M., & Cheng, S. F. (2016). An Agent-Based Approach to Human Migration Movement. In T. M. K. Roeder, P. I. Frazier, R. Szechtman, E. Zhou, T. Huschka, & S. E. Chick (Eds.), Proceedings of the 2016 Winter Simulation Conference (pp. 3510–3520). Arlington: Research Collection School of Information Systems. DOI: 10.1109/WSC.2016.7822380.10.1109/WSC.2016.7822380Open DOISearch in Google Scholar

Lopez, J. S., Bustos, F. A., & Julian V. (2007). Tourism services using agent technology: A multi-agent approach. In INFOCOMP Journal of Computer Science (Special edition, pp. 51–57).Search in Google Scholar

Luke, S., Cioffi-Revilla, C., Panait, L., Sullivan, K., & Balan, G. (2005). Mason: A multiagent simulation environment. Simulation: Transactions of the Society for Modeling and Simulation, Simulation, 82(7), 517–527. DOI: 10.1177/0037549705058073.10.1177/0037549705058073Open DOISearch in Google Scholar

Marquez, B. Y., Espinoza-Hernandez, I., & Magdaleno-Palencia, J. S. (2012). Sustainable System Modelling for Urban Development Using Distributed Agencies. In C. Ghenai (Ed.), Sustainable Development – Policy and Urban Development – Tourism, Life Science, Management and Environment. InTech. DOI: 10.5772/28898.10.5772/28898Open DOISearch in Google Scholar

Mills, A. (2010). Complexity Science: An introduction (and invitation) for actuaries. Society of Actuaries. Retrieved from https://www.soa.org/files/research/projects/research-complexity-report.pdf.Search in Google Scholar

Perrin, D., Ruskin, H. J., Burns, J., & Crane, M. (2006, May). An agent-based approach to immune modelling. In International Conference on Computational Science and Its Applications (pp. 612–621). Berlin Heidelberg: Springer-Verlag. DOI: 10.1007/11751540_65.10.1007/11751540_65Open DOISearch in Google Scholar

Pizzitutti, F., Carlos, F. M., & Walsh, S. J. (2014). Modelling Tourism in the Galapagos Islands: An Agent-Based Model Approach. Journal of Artificial Societies and Social Simulation, 17(1), Retrieved from http://jasss.soc.surrey.ac.uk/17/1/14.html. DOI: 10.18564/jasss.2389.10.18564/jasss.2389Open DOISearch in Google Scholar

Pons-Pons, M., Johnson, P. A., Rosas-Casals, M., Sureda, B., & Jover, È. (2012). Modeling climate change effects on winter ski tourism in Andorra. Climate research, 54(3), 197–207. DOI: 10.3354/cr01117.10.3354/cr01117Open DOISearch in Google Scholar

Pouyan, A. A., Beigi, A. H., & Kadkhoda, M. (2006). An Agent-Based Model for Virtual Tourism Using Object Petri Nets. In Proceedings of the 5th WSEAS Int. Conf. on Circuits, Systems, Electronics, Control and Signal Processing (pp. 149–154). Dallas: USA. ISBN: 960–8457–55–6.Search in Google Scholar

San Miguel, M., Johnson, J. H., Kertesz, J., Kaski, K., Díaz-Guilera, A., MacKay, R. S., & Helbing, D. (2012). Challenges in complex systems science. arXiv:1204.4928v1 [nlin.AO]. The European Physical Journal Special Topics, 214(1), 245–271. Retrieved from https://arxiv.org/abs/1204.4928.10.1140/epjst/e2012-01694-ySearch in Google Scholar

Scott, N. R., Cooper, C. P., & Baggio, R. (2007). Use of network analysis in tourism research. In L. Andreu, J. Gnoth, & M. Kozak (Eds.), Advances in Tourism Marketing Conference, Valencia: Spain. Retrieved from http://www.iby.it/turismo/papers/baggio-ATMC2007–1.pdf.Search in Google Scholar

Sebastia, L., Garcia, I., Onaindia, E., & Guzman, C. (2009). e-Tourism: a tourist recommendation and planning application. International Journal on Artificial Intelligence Tools, 18(5), 717–738. DOI: 10.1109/ICTAI.2008.18.10.1109/ICTAI.2008.18Open DOISearch in Google Scholar

Sebastia, L., Giret, A., & Garcia I. (2010). A Multi Agent Architecture for Tourism Recommendation. In Proceedings of the 8th International Conference on Practical Applications of Agents and Multiagent Systems (pp. 547–554). Berlin Heidelberg: Springer-Verlag. DOI: 10.1142/S0218213009000378.10.1142/S0218213009000378Search in Google Scholar

Sheard, S., Cook, S., Honour, E., Hybertson, D., Krupa, J., McEver, J., & Singer, J. (2015). A Complexity Primer for Systems Engineers. INCOSE Complex Systems Working Group White Paper. Retrieved from: https://www.aiaa.org/uploadedFiles/Events/Complexity%20Primer%20for%20SE%20July%202015.pdf.Search in Google Scholar

Shoham, Y., & Leyton-Brown, K. (2008). Multiagent Systems: Algorithmic, Game-Theoretic, and Logical Foudnations. Cambridge: University Press, 1st ed. ISBN 978–052189943710.1017/CBO9780511811654Search in Google Scholar

Smeral, E. (1993). Aspects to justify pubic tourism promotion: An economic perspective. Tourism Review, 61(3), 6–14. DOI: 10.1108/eb058474.10.1108/eb058474Open DOISearch in Google Scholar

United Nations Environment Programme, & United Nations World Tourism Organisation. (2005). Making Tourism More Sustainable – A Guide for Policy Makers. UNEP, UNWTO. http://www.unep.fr/scp/publications/details.asp?id=DTI/0592/PA. Accessed August 2005Search in Google Scholar

Varfolomeyev, A., Korzun, D., Ivanovs, A., Soms, H., & Petrina, O. (2015). Smart space based recommendation service for historical tourism. Procedia Computer Science, 77, 85–91. DOI: 10.1016/j.procs.2015.12.363.10.1016/j.procs.2015.12.363Open DOISearch in Google Scholar

Vig, L., & Adams, J. A. (2006). Multi-Robot Coalition Formation. IEEE Transactions On Robotics, 22(4), 637–649. DOI: 10.1109/TRO.2006.878948.10.1109/TRO.2006.878948Open DOISearch in Google Scholar

Weiss, G. (2000). Multi-agent Systems: A Modern Approach to Distributed Artificial Intelligence. England, Cambridge Massechusetts: MIT Press. ISBN 978–0262731317.Search in Google Scholar

Wilensky, U. (1999). NetLogo (and NetLogo User Manual). Center for Connected Learning and Computer-Based Modeling, Northwestern University. Retrieved from http://ccl.northwestern.edu/netlogo/.Search in Google Scholar

Woodridge, M., & Jennings, N. R. (1995). Intelligent agents: theory and practice. The Knowledge Engineering Review, 10(2), 115–152.10.1017/S0269888900008122Search in Google Scholar

Wooldridge, M. J. (2013). Intelligent Agents. In G. Weiss (Ed.), Multi-Agent Systems (2nd edn., pp. 3–50). England: MIT Press. ISBN 978–0-262–01889–0.Search in Google Scholar