9th International Conference on Practical Applications of Agents and Multiagent Systems, PAAMS 2011, Salamanca,Spain, 6-8 April 2011 (http://www.paams.net/paams2011/) - Proceedings: http://link.springer.com/book/10.1007%2F978-3-642-19875-5International audienceno abstrac

Bajo Pérez, Javier

Corchado, Juan Manuel

Demazeau, Yves

Pechoucek, Michal

Hal - Université Grenoble Alpes

Advances in Intelligent andSoft Computing 88Editor-in-Chief: J. KacprzykAdvances in Intelligent and Soft ComputingEditor-in-ChiefProf. Janusz KacprzykSystems Research InstitutePolish Academy of Sciencesul. Newelska 601-447 WarsawPolandE-mail: kacprzyk@ibspan.waw.plFurther volumes of this series can be found on our homepage: springer.comVol. 75. X.Z. Gao, A. Gaspar-Cunha,M. Köppen, G. Schaefer, and J. Wang (Eds.)Soft Computing in Industrial Applications, 2010ISBN 978-3-642-11281-2Vol. 76. T. Bastiaens, U. Baumöl,and B.J. Krämer (Eds.)On Collective Intelligence, 2010ISBN 978-3-642-14480-6Vol. 77. C. Borgelt, G. González-Rodríguez,W. Trutschnig, M.A. Lubiano, M.Á. Gil,P. Grzegorzewski, and O. Hryniewicz (Eds.)Combining Soft Computing and StatisticalMethods in Data Analysis, 2010ISBN 978-3-642-14745-6Vol. 78. B.-Y. Cao, G.-J. Wang,S.-Z. Guo, and S.-L. Chen (Eds.)Fuzzy Information and Engineering 2010ISBN 978-3-642-14879-8Vol. 79. A.P. de Leon F. de Carvalho,S. Rodríguez-González, J.F. De Paz Santana,and J.M. Corchado Rodríguez (Eds.)Distributed Computing and ArtificialIntelligence, 2010ISBN 978-3-642-14882-8Vol. 80. N.T. Nguyen, A. Zgrzywa,and A. Czyzewski (Eds.)Advances in Multimedia and NetworkInformation System Technologies, 2010ISBN 978-3-642-14988-7Vol. 81. J. Düh, H. Hufnagl, E. Juritsch,R. Pfliegl, H.-K. Schimany,and Hans Schönegger (Eds.)Data and Mobility, 2010ISBN 978-3-642-15502-4Vol. 82. B.-Y. Cao, G.-J. Wang,S.-L. Chen, and S.-Z. Guo (Eds.)Quantitative Logic and SoftComputing 2010ISBN 978-3-642-15659-5Vol. 83. J. Angeles, B. Boulet,J.J. Clark, J. Kovecses, and K. Siddiqi (Eds.)Brain, Body and Machine, 2010ISBN 978-3-642-16258-9Vol. 84. Ryszard S. Choras´ (Ed.)Image Processing and CommunicationsChallenges 2, 2010ISBN 978-3-642-16294-7Vol. 85. Á. Herrero, E. Corchado,C. Redondo, and Á. Alonso (Eds.)Computational Intelligence in Securityfor Information Systems 2010ISBN 978-3-642-16625-9Vol. 86. E. Mugellini, P.S. Szczepaniak,M.C. Pettenati, and M. Sokhn (Eds.)Advances in Intelligent Web Mastering – 3, 2011ISBN 978-3-642-18028-6Vol. 87. E. Corchado, V. Snášel,J. Sedano, A.E. Hassanien, J.L. Calvo,and D. ´Sle˛zak (Eds.)Soft Computing Models in Industrial andEnvironmental Applications,6th International Conference SOCO 2011ISBN 978-3-642-19643-0Vol. 88. Y. Demazeau, M. Peˇchouceˇk,J.M. Corchado, and J. Bajo (Eds.)Advances on Practical Applications of Agentsand Multiagent Systems, 2011ISBN 978-3-642-19874-8Yves Demazeau, Michal Peˇchouceˇk,Juan M. Corchado, and Javier Bajo (Eds.)Advances on PracticalApplications of Agents andMultiagent Systems9th International Conference on PracticalApplications of Agents and Multiagent SystemsABCPérezEditorsProf. Yves DemazeauLaboratoire d’Informatique de GrenobleCentre National de la RechercheScientifiqueMaison Jean Kuntzmann110 av. de la ChimieF-38041 GrenobleFranceProf. Michal PeˇchouceˇkCzech Technical UniversityDepartment of CyberneticsTechnická 216627 Prague 6Czech RepublicProf. Juan M. CorchadoUniversidad de SalamancaDepartamento de Informáticay AutomáticaFacultad de CienciasPlaza de la Merced S/N37008 SalamancaSpainE-mail: corchado@usal.esProf. Javier Bajo PérezUniversidad Pontificia de SalamancaEscuela Universitaria de InformáticaCompañía 537002 SalamancaSpainISBN 978-3-642-19874-8 e-ISBN 978-3-642-19875-5DOI 10.1007/978-3-642-19875-5Advances in Intelligent and Soft Computing ISSN 1867-5662Library of Congress Control Number: 2011923222c©2011 Springer-Verlag Berlin HeidelbergThis work is subject to copyright. All rights are reserved, whether the whole or part of the material isconcerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting,reproduction on microfilm or in any other way, and storage in data banks. Duplication of this publicationor parts thereof is permitted only under the provisions of the German Copyright Law of September 9,1965, in its current version, and permission for use must always be obtained from Springer. Violationsare liable for prosecution under the German Copyright Law.The use of general descriptive names, registered names, trademarks, etc. in this publication does notimply, even in the absence of a specific statement, that such names are exempt from the relevant protectivelaws and regulations and therefore free for general use.Typeset & Cover Design: Scientific Publishing Services Pvt. Ltd., Chennai, India.Printed on acid-free paper5 4 3 2 1 0springer.comPreface Research on Agents and Multi-Agent Systems has matured during the last decade and many effective applications of this technology are now deployed. An international forum to present and discuss the latest scientific developments and their effective applications, to assess the impact of the approach, and to facilitate technology transfer, has become a necessity.  PAAMS, the International Conference on Practical Applications of Agents and Multi-Agent Systems is the international yearly tribune to present, to discuss, and to disseminate the latest developments and the most important outcomes related to real-world applications. It provides a unique opportunity to bring multi-disciplinary experts, academics and practitioners together to exchange their experience in the development of Agents and Multi-Agent Systems.  This volume presents the papers that have been accepted for the 2011 edition. These articles capture the most innovative results and this year’s trends: Finance and Trading, Information Systems and Organisations, Leisure Culture and Interactions, Medicine and Cloud Computing, Platforms and Adaptation, Robotics and Manufacturing, Security and Privacy, Transports and Optimisation paper has been reviewed by three different reviewers, from an international committee composed of 75 members from 24 different countries. From the 81 submissions received, 15 were selected for full presentation at the conference, and 24 were accepted for short presentation at the conference.  We would like to thank all the contributing authors, as well as the members of the Program Committee and the Organizing Committee for their hard and highly valuable work. Their work has helped to contribute to the success of the PAAMS’11 event. Thanks for your help, PAAMS’11 wouldn’t exist without your contribution.  Yves Demazeau                            Juan Manuel Corchado Michal Pěchouček                    Javier Bajo PAAMS’11 Program Co-chairs                       PAAMS’11 Organizing Co-chairs   Organization General Co-chairs Yves Demazeau Centre National de la Recherche Scientifique  (France) Michal Pěchouček (Co-chair) Czech Technical University in Prague  (Czech Republic) Juan M. Corchado University of Salamanca (Spain) Javier Bajo Pontifical University of Salamanca (Spain) Advisory Board Juan Pavón Universidad Complutense de Madrid (Spain) Frank Dignum Utrecht University (The Netherlands) Program Committee Yves Demazeau (Co-chair) Centre National de la Recherche Scientifique  (France) Michal Pěchouček (Co-chair) Czech Technical University in Prague  (Czech Republic) Carole Adam University of Grenoble (France) Frederic Amblard University of Toulouse (France) Francesco Amigoni Politecnico di Milano (Italy) Luis Antunes University of Lisbon (Portugal) Javier Bajo Pontifical University of Salamanca (Spain) Zbigniew Banaszak Warsaw University of Technology (Poland) Fabio Luigi Bellifemine Telecom Italia (Italy) Olivier Boissier Ecole Nationale Superieure des Mines de  Saint Etienne (France) Juan A. Botía University of Murcia (Spain) Vicente Botti Polytechnic University of Valencia (Spain) Stefano Bromuri University of Applied Sciences Western Switzerland (Switzerland) Sven Brueckner Jacobs Technology Inc. (USA) Valerie Camps University of Toulouse (France) Longbing Cao University of Technology Sydney (Australia) VIII Organization  Lawrence Cavedon RMIT Melbourne (Australia) Pierre Chevaillier University of Brest (France) Juan Manuel Corchado University of Salamanca (Spain) Keith Decker University of Delaware (USA) Frank Dignum Utrecht University (The Netherlands) Virginia Dignum Utrecht University (The Netherlands) Alexis Drogoul Institut de Recherche pour l Developpement  (Vietnam) Julie Dugdale University of Grenoble (France) Edmund Durfee University of Michigan (USA) Partha S Dutta Rolls-Royce (United Kingdom) Amal Elfallah University of Paris 6 (France) Torsten Eymann University of Bayreuth (Germany) Rubén Fuentes University Computense de Madrid (Spain) Francisco Garijo Telefonica I+D (Spain) Khaled Ghedira National School of Computer Sciences  (Tunisia) Sylvain Giroux Unversity of Sherbrooke (Canada) Pierre Glize University of Toulouse (France) Vladimir Gorodetski University of Saint Petersburg (Russia) Dominic Greenwood Whitestein Technologies (Switzerland) Kasper Hallenborg University of Southern Denmark (Denmark) Benjamin Hirsch Technical University Berlin (Germany) Tom Holvoet Catholic University of Leuven (Belgium) Shinichi Honiden National Institute of Informatics Tokyo  (Japan) Jomi Hübner Federal University of Santa Catarina (Brazil) Toru Ishida University of Kyoto (Japan) Takayuki Ito Massachussets Institute of Technology (USA) Vicente Julian Polytechnic University of Valencia (Spain) Achilles Kameas University of Patras (Greece) Jeffrey O. Kephart IBM Research (USA) Franziska Kluegl University of Örebro (Sweden) Matthias Klusch DFKI (Germany) Martin Kollingbaum University of Aberdeen (United Kingdom) Jaroslaw Kozlak University of Science and Technology in  Krakow (Poland) Zakaria Maamar Zayed University (United Arab Emirates) Rene Mandiau University of Valenciennes (France) Philippe Mathieu University of Lille (France) Eric Matson Purdue University (USA) Fabien Michel University of Reims (France) José M. Molina Universidad Carlos III de Madrid (Spain) Mirko Morandini University of Trento (Italy) Joerg Mueller Clausthal University of Technology  (Germany) Organization IX  Peter Novak Czech Technical University in Prague  (Czech Republic) Eugenio Oliveira University of Porto (Portugal) Sascha Ossowski University of Rey Juan Carlos (Spain) Julian Padget University of Bath (United Kingdom) Adolfo López Paredes University of Valladolid (Spain) Juan Pavón Universidad Complutense de Madrid (Spain) Jeremy Pitt Imperial College of London  (United Kingdom) Juan Rodriguez Aguilar Artificial Intelligence Research Institute  (Spain) Simon Thompson British Telecom IIS Research Centre  (United Kingdom) Paolo Torroni University of Bologna (Italy) Rainer Unland University of Duisburg (Germany) Domenico Ursino University of Reggio Calabria (Italy) Birna van Riemsdijk University of Delft (The Netherlands) Jacques Verriet Embedded Systems Institute  (The Netherlands) Jiri Vokrinek Czech Technical University in Prague  (Czech Republic) Danny Weyns Catholic University of Leuven (Belgium) Niek Wijngaards Thales, D-CIS lab (The Netherlands) Gaku Yamamoto IBM and Tokyo Institute of Tecnology  (Japan) Organizing Committee Juan M. Corchado (Chairman) University of Salamanca (Spain) Javier Bajo (Co-Chairman) Pontifical University of Salamanca (Spain) Juan F. De Paz University of Salamanca (Spain) Sara Rodríguez University of Salamanca (Spain) Dante I. Tapia University of Salamanca (Spain) Emilio Corchado University of Salamanca (Spain) Fernando de la Prieta Pintado University of Salamanca (Spain) Davinia Carolina Zato Domínguez University of Salamanca (Spain)  ContentsInformation and OrganisationsA J-MADeM Agent-Based Social Simulation to ModelUrban Mobility . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1Francisco Grimaldo, Miguel Lozano, Fernando Barber,Alejandro Guerra-Herna´ndezDiversity of the Knowledge Base in Organizations: Resultsof an Agent-Based Simulation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13Friederike WallWeighing Communication Overhead against Travel TimeReduction in Advanced Traﬃc Information Systems . . . . . . . . . 21Rutger Claes, Tom HolvoetInformation Extraction System Using Indoor Location andActivity Plan . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 33Bjørn Grønbæk, Pedro Valente, Kasper HallenborgUsing Multi-Agent Systems to Visualize TextDescriptions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39Edgar Bolan˜o-Rodr´ıguez, Juan C. Gonza´lez-Moreno,David Ramos-Valcarcel, Luiz Va´zquez-Lo´pezRobotics and ManufacturingEmpowering Adaptive Manufacturing with InteractiveDiagnostics: A Multi-Agent Approach . . . . . . . . . . . . . . . . . . . . . . . 47Thomas M. Hubauer, Christoph Legat, Christian SeitzXII ContentsMulti-Agent Cooperation for Advanced Teleoperation ofan Industrial Forklift in Real-Time Environment . . . . . . . . . . . . . 57F.J. Serrano Rodr´ıguez, J.F. Rodr´ıguez-Arago´n, B. Curto Diego,V. Moreno RodillaMap Partitioning to Approximate an Exploration Strategyin Mobile Robotics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 63Guillaume Lozenguez, Lounis Adouane, Aure´lie Beynier,Philippe Martinet, Abdel-Illah MouaddibROAR: Resource Oriented Agent Architecture for theAutonomy of Robots . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 73Arnaud Degroote, Simon LacroixEngineering Agent Frameworks:An Application inMulti-Robot Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 79Je´roˆme Lacouture, Victor Noe¨l, Jean-Paul Arcangeli,Marie-Pierre GleizesSecurity and PrivacyLightweight Trusted Routing for Wireless SensorNetworks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 87Laurent Vercouter, Jean-Paul JamontPrivacy-Preserving Strategy for Negotiating Stable,Equitable and Optimal Matchings . . . . . . . . . . . . . . . . . . . . . . . . . . . 97Maxime Morge, Gauthier PicardSearching Flocks in Peer-to-Peer Networks . . . . . . . . . . . . . . . . . . 103Hugo Pommier, Benoˆıt Romito, Franc¸ois BourdonSecuring Mobile Agents via Combining EncryptedFunctions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 109Hamed AouadiA Multi-Agent System with Distributed BayesianReasoning for Network Fault Diagnosis . . . . . . . . . . . . . . . . . . . . . . 113A´lvaro Carrera, Javier Gonzalez-Orda´s, Javier Garc´ıa-Algarra,Pablo Arozarena, Mercedes GarijoPlatforms and AdaptationUsing TraSMAPI for Developing Multi-Agent IntelligentTraﬃc Management Solutions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 119Ivo J.P.M. Timo´teo, Miguel R. Arau´jo, Rosaldo J.F. Rossetti,Euge´nio C. OliveiraContents XIIIEPIS: A Grid Platform to Ease and Optimize Multi-agentSimulators Running . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 129E. Blanchart, C. Cambier, C. Canape, B. Gaudou, T.-N. Ho,T.-V. Ho, C. Lang, F. Michel, N. Marilleau, L. PhilippeFormal Speciﬁcation of Holonic Multi-Agent Systems:Application to Distributed Maintenance Company . . . . . . . . . . . 135Belhassen Mazigh, Vincent Hilaire, Abderraﬁaa KoukamControlling Bioprocesses Using Cooperative Self-organizingAgents . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 141Sylvain Videau, Carole Bernon, Pierre Glize, Jean-Louis UribelarreaTowards Context-Based Inquiry Dialogues for PersonalizedInteraction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 151Helena LindgrenTransports and OptimisationModelling Driver Interdependent Behaviour inAgent-Based Traﬃc Simulations for Disaster Management . . . 163David Handford, Alex RogersAgent-Based Integrated Decision Making for AutonomousVehicles in Urban Traﬃc . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 173Maksims Fiosins, Jelena Fiosina, Jo¨rg P. Mu¨ller, Jana Go¨rmerTowards Urban Traﬃc Regulation Using a Multi-AgentSystem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 179Ne¨ıla Bhouri, Flavien Balbo, Suzanne PinsonApplication of Holonic Approach for TransportationModelling and Optimising . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 189Jaroslaw Koz´lak, Sebastian Pisarski, Malgorzata Z˙abin´skaA Multiagent System Approach to Grocery Shopping . . . . . . . . 195Hongying Du, Michael N. HuhnsLeisure, Culture, InteractionsArtiﬁcial Snow Optimization in Winter Sport DestinationsUsing a Multi-agent Simulation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 201M. Revilloud, J.-C. Loubier, M. Doctor, M. Kanevski, V. Timonin,M. SchumacherXIV ContentsMiddle Age Social Networks: A Dynamic OrganizationalStudy . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 211L. Lacomme, V. Camps, Y. Demazeau, F. Hautefeuille, B. JouveFrom an Individual Perspective to a Team Perspective inAgent-Based Negotiation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 217Vı´ctor Sa´nchez-Anguix, Vicente Julia´n, Ana Garc´ıa-FornesAn Exploratory Analysis for Designing Robust Interactionsin Multi-Agent Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 225Celia Gutie´rrez and Iva´n Garc´ıa-Magarin˜oComparison of DCSP Algorithms: A Case Study forMulti-agent Exploration . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 231Pierre Monier, Arnaud Doniec, Sylvain Piechowiak, Rene´ MandiauMedicine and Cloud ComputingHeterogeneous Multiagent Architecture for DynamicTriage of Victims in Emergency Scenarios . . . . . . . . . . . . . . . . . . . 237Estanislao Mercadal, Sergi Robles, Ramon Mart´ı,Cormac J. Sreenan, Joan BorrellA Decision Support System for Hospital EmergencyDepartments Built Using Agent-Based Techniques . . . . . . . . . . . 247Manel Taboada, Eduardo Cabrera, Emilio LuqueAn Agent-Based Dialog Simulation Technique to Developand Evaluate Conversational Agents . . . . . . . . . . . . . . . . . . . . . . . . . 255David Griol, Nayat Sa´nchez-Pi, Javier Carbo´, Jose´ M. MolinaCloud Computing Service for Managing Large MedicalImage Data-Sets Using Balanced Collaborative Agents . . . . . . 265Rau´l Alonso-Calvo, Jose Crespo, Victor Maojo, Alberto Mun˜oz,Miguel Garc´ıa-Remesal, David Pe´rez-ReySoftware Agents as Cloud Computing Services . . . . . . . . . . . . . . . 271Ignacio Lopez-Rodriguez and Mario Hernandez-TejeraFinance and TradingEﬃcient Monitoring of Financial Orders with Agent-BasedTechnologies . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 277Philippe Mathieu and Olivier BrandouyAn Agent Task Force for Stock Trading . . . . . . . . . . . . . . . . . . . . . . 287Rui Pedro Barbosa and Orlando BeloContents XVContracts Negotiation in Market Environments Taking intoConsideration the Strength of Each Economic Player . . . . . . . . 299Lukasz Jankowski, Jaroslaw Koz´lak, Malgorzata Z˙abin´skaBid Deﬁnition Method for Electricity Markets Based on anAdaptive Multiagent System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 309Tiago Pinto, Zita Vale, Fa´tima Rodrigues, Hugo Morais,Isabel Prac¸aAuthor Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 317

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Hal - Université Grenoble Alpes