The Community for Technology Leaders
Intelligent Agent Technology, IEEE / WIC / ACM International Conference on (2005)
Compi?gne University of Technology, France
Sept. 19, 2005 to Sept. 22, 2005
ISBN: 0-7695-2416-8
TABLE OF CONTENTS
Introduction
Introduction

Program Committees (PDF)

pp. xxiii-xxix
Keynote Papers

Opportunities from Open Source Search (Abstract)

Wray Buntine , Complex Systems Computation Group, Helsinki Institute for Information Technology P.O. Box 9800, FIN-02015 HUT, Finland
Karl Aberer , School of Computer and Communication Sciences EPFL, Lausanne, Switzerland
Ivana Podnar , School of Computer and Communication Sciences EPFL, Lausanne, Switzerland
Martin Rajman , School of Computer and Communication Sciences EPFL, Lausanne, Switzerland
pp. 2-8

Knowledge Representation and Unmanned Aerial Vehicles (Abstract)

Patrick Doherty , Linkoping University Dept. of Computer and Information Science, Linkoping, Sweden
pp. 9-16

Agreement Technologies (PDF)

Nick Jennings , School of Electronics and Computer Science University of Southampton, UK
pp. 17

An Adaptive Architecture for Physical Agents (Abstract)

Pat Langley , Computational Learning Laboratory Center for the Study of Language and Information Stanford University
pp. 18-25

Providing Expert Advice by Analogy for On-Line Help (Abstract)

Henry Lieberman , Media Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA
Ashwani Kumar , Media Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA
pp. 26-32

Evolution in simple systems and the emergence of complexity (Abstract)

Peter Schuster , Institut fur Theoretische Chemie der Universitat WienWahringerstra?e 17, A-1090 Wien
pp. 33-37
Autonomy-Oriented Computing (AOC) - Regular Papers

A Compact Multiagent System based on Autonomy Oriented Computing (Abstract)

Xiao-Feng Xie , Department of Computer Science Hong Kong Baptist University Kowloon Tong, Hong Kong
Jiming Liu , Department of Computer Science Hong Kong Baptist University Kowloon Tong, Hong Kong
pp. 38-44

Dynamic Lightpath Protection in WDM optical Networks Using Ant-based Mobile Agents (Abstract)

Son Hong Ngo , Graduate School of Information Science JAIST, Japan
Xiaohong Jiang , School of Information Science Tohoku University, Sendai, Japan
Susumu Horiguchi , School of Information Science Tohoku University, Sendai, Japan
pp. 51-57

An Internal Agent Architecture Incorporating Standard Reasoning Components and Standards-based Agent Communication (Abstract)

Mengqiu Wang , Department of Information Science University of Otago Dunedin, New Zealand
Martin Purvis , Department of Information Science University of Otago Dunedin, New Zealand
Mariusz Nowostawski , Department of Information Science University of Otago Dunedin, New Zealand
pp. 58-64

A personality-based model of agents for representing individuals in working organizations (Abstract)

Anne M. P. Canuto , Informatics and Applied Mathematics Department, Federal University of RN - Brazil
Andr? M. C. Campos , Informatics and Applied Mathematics Department, Federal University of RN - Brazil
Jo?o Carlos Alchiere , Informatics and Applied Mathematics Department, Federal University of RN - Brazil
Eliane C. M. de Moura , Informatics and Applied Mathematics Department, Federal University of RN - Brazil
Araken M Santos , Informatics and Applied Mathematics Department, Federal University of RN - Brazil
Emamuel B dos Santos , Informatics and Applied Mathematics Department, Federal University of RN - Brazil
Rodrigo G Soares , Informatics and Applied Mathematics Department, Federal University of RN - Brazil
pp. 65-72

Using ODML to Model Multi-Agent Organizations (Abstract)

Bryan Horling , University of Massachusetts Amherst, MA
Victor Lesser , University of Massachusetts Amherst, MA
pp. 72-80

On the Use of Hierarchical Power-law Network Topology for Server Selection and Allocation in Multi-Agent Systems (Abstract)

Kensuke Fukuda , NTT Network Innovation Labs. Tokyo, 180-8585, Japan
Shin-ya Sato , NTT Network Innovation Labs. Tokyo, 180-8585, Japan
Osamu Akashi , NTT Network Innovation Labs. Tokyo, 180-8585, Japan
Toshio Hirotsu , Toyohashi University of Technology. Toyohashi, 441-8580, Japan
Satoshi Kurihara , NTT Network Innovation Labs. Tokyo, 180-8585, Japan
Toshiharu Sugawara , NTT Communication Science Labs. 619-0237, Japan
pp. 81-88

A Mobile Autonomous Agent-based Secure Payment Protocol Supporting Multiple Payments (Abstract)

Yan Wang , Department of Computing Macquarie University Sydney, NSW 2109 Australia
Vijay Varadharajan , Department of Computing Macquarie University Sydney, NSW 2109 Australia
pp. 88-94

Goal-oriented Methodology for Agent System Development (Abstract)

Zhiqi Shen , Nanyang Technological University, Singapore
Dongtao Li , Nanyang Technological University, Singapore
Chunyan Miao , Nanyang Technological University, Singapore
Robert Gay , Nanyang Technological University, Singapore
Yuan Miao , Victoria University, Melbourne, Australia
pp. 95-101

On Different Trust Attitudes and Their Effects on the Electronic Marketplace (Abstract)

Michael Michalakopoulos , Department of Computer Science, University of Essex, Wivenhoe Park, CO43SQ, Essex,UK
Maria Fasli , Department of Computer Science, University of Essex, Wivenhoe Park, CO43SQ, Essex,UK
pp. 102-108

Modeling and Simulating the Dynamics of Service Agent Networks (Abstract)

Shiwu Zhang , Department of Computer Science Hong Kong Baptist University
Jiming Liu , Department of Computer Science Hong Kong Baptist Universitym Kowloon Tong, Hong Kong
pp. 109-115
Autonomy-Oriented Computing (AOC) - Short Papers

Modeling Organization Structure of Multi-Agent System (Abstract)

Xinjun Mao , National Laboratory for Parallel and Distributed Processing, 300 Lichen Road, Changsha, Hunan Province,China
Ji Wang , National Laboratory for Parallel and Distributed Processing, 300 Lichen Road, Changsha, Hunan Province,China
Jiajia Chen , National Laboratory for Parallel and Distributed Processing, 300 Lichen Road, Changsha, Hunan Province,China
pp. 116-119

Agent Services-Orinted Architectural Design of Open Complex Agent Systems (Abstract)

Longbing Cao , Faculty of Information Techonology, University of Technology Sydney, Australia
Chengqui Zhang , Faculty of Information Techonology, University of Technology Sydney, Australia
Jiarui Ni , Faculty of Information Techonology, University of Technology Sydney, Australia
pp. 120-123

The Bullwhip Effect: A Counterexample (Abstract)

Toshiji Kawagoe , Future University-Hakodate, Department of Complex Systems, Hokkaido, Japan.
Shihomi Wada , Future University-Hakodate, Graduate School Systems Information Science
pp. 124-127

An Abstract Architecture for Computational Reflection in Multi-Agent Systems (Abstract)

Martin Rehák , Czech Technical University in Prague
Jan Tožička , Czech Technical University in Prague
Michal Pĕchouček , Czech Technical University in Prague
Filip Železný , Czech Technical University in Prague
Milan Rollo , Czech Technical University in Prague
pp. 128-131

An Agent-based Platform for Web-enabled Equipment Predictive Maintenance (Abstract)

Yan Li , Institute of High Performance Computing, A-STAR, Singapore
Lu Chun , Institute of High Performance Computing, A-STAR, Singapore
Andrew Nee Yeh Ching , National University of Singapore, Singapore,
pp. 132-135

Agent-based simulation of coalition formation in cooperative games (Abstract)

Stephane Bonnevay , University Lyon 1 - LASS 43 boulevard du Villeurbanne, France
Nadia Kabachi , University Lyon 1 - LASS 43 boulevard du Villeurbanne, France
Michel Lamure , University Lyon 1 - LASS 43 boulevard du Villeurbanne, France
pp. 136-139

Optimizing Agents Operation in Partially Inaccessible and Disruptive Environment (Abstract)

David Šišlák , Czech Technical University
Martin Rehák , Czech Technical University
Michal Pěchouček , Czech Technical University
Petr Benda , Czech Technical University
pp. 140-143

A Method for Designing Agents to Support Collaborative Applications (Abstract)

I.T. Hawryszkiewycz , Department of Information Systems University of Technology, Sydney
pp. 144-147

Evolving Biosciences in Multi-agent Systems (Abstract)

Vicente E. Mujica-V , Fraunhofer FOKUS Institute. Berlin, Germany
Dorgham Sisalem , Fraunhofer FOKUS Institute. Berlin, Germany
Radu Popescu-Zeletin , Fraunhofer FOKUS Institute. Berlin, Germany
pp. 148-151

Partial Adjustable Autonomy in Multi-Agent Environment and Its Application to Military Logistics (Abstract)

Hoong Chuin LAU , School of Information Systems Singapore Management University
Lucas AGUSSURJA , School of Computing National University of Singapore
Ramesh THANGARAJOO , The Logistics Institute Asia Pacific National University of Singapore
pp. 152-156

A Parallel BDI Agent Architecture (Abstract)

Zhang Huiliang , School of Computer Engineering Nanyang Technological University, Singapore
Huang Shell Ying , School of Computer Engineering Nanyang Technological University, Singapore
pp. 157-160

Modelling pedestrian behaviour using the BDI architecture (Abstract)

Nicole Ronald , Department of Computer Science and Software Engineering The University of Melbourne Victoria 3010, Australia
Leon Sterling , Department of Computer Science and Software Engineering The University of Melbourne Victoria 3010, Australia
pp. 161-164

Actionable Knowledge Model for GUI Regression Testing (Abstract)

Zunliang Yin , Nanyang Technological University, Singapore
Chunyan Miao , Nanyang Technological University, Singapore
Zhiqi Shen , Nanyang Technological University, Singapore
Yuan Miao , Victoria University, Melbourne, Australia
pp. 165-168

Abstraction of Transition Properties in Multiagent Organizations (Abstract)

Eric Matson , Department of Computer Science and Engineering Wright State University
pp. 169-172
Autonomous Knowledge and Information Agents - Regular Papers

Can Proactive Behavior turn Chatterbots into Conversational Agents? (Abstract)

Marcello L'Abbate , Fraunhofer-IPSI, Darmstadt, Germany
Ulrich Thiel , Fraunhofer-IPSI, Darmstadt, Germany
Thomas Kamps , Fraunhofer-IPSI, Darmstadt, Germany
pp. 173-179

Computation of Meta-Learning Classifiers in Distributed Data Mining using a Novel Cognitive Memory Model (Abstract)

L. K. Wickramasinghe , School of Business Systems, Monash University, Australia
L. D. Alahakoon , School of Business Systems, Monash University, Australia
K. A. Smith , School of Business Systems, Monash University, Australia
pp. 180-186

Mining for Interesting Action Rules (Abstract)

Zbigniew W. Ras , Univ. of North Carolina,Dept. of Comp. Science
Angelina A. Tzacheva , Univ. of South Carolina Upstate,School of Business Administration
Li-Shiang Tsay , Univ. of North Carolina,Dept. of Comp. Science
Osman Gurdal , Johnson C. Smith Univ., Dept. of Comp. Sci. and Eng.
pp. 187-193

Challenge-Sensitive Action Selection: an Application to Game Balancing (Abstract)

Gustavo Andrade , Universidade Federal de Pernambuco, Centro de Inform?tica, Brazil
Geber Ramalho , Universidade Federal de Pernambuco, Centro de Inform?tica, Brazil
Hugo Santana , Universidade Federal de Pernambuco, Centro de Inform?tica, Brazil
Vincent Corruble , Universit? Paris 6 Laboratoire d'Informatique de Paris VI, France
pp. 194-200

Creating Wholly Autonomous Agents in On-line Worlds (Abstract)

Steven Willmott , Universitat Polit?cnica de Catalunya, Modul C5, 211b, Campus Nord, UPC
pp. 201-207

On the Stability of Adjustment Processes with Persistent Randomness (Abstract)

Alain. G. N. Anyouzoa , Cougaar Software Inc.7925 Jones Branch Drive, Suite G300 McLean, VA 22102, USA
Filip Perich , Cougaar Software Inc.7925 Jones Branch Drive, Suite G300 McLean, VA 22102, USA
Aloys Mbala , School of CS & IT, RMIT University GPO Box 2476V, Melbourne 3001, Victoria, Australia
Dr. Theo D?Hondt , Programming Technologies Labs.,Vrije Universiteit Brussel,Pleinlaan 2, 1050 Brussels, Belgium
pp. 208-216

Understanding Domain Knowledge: Concept Approximation using Rough Mereology (Abstract)

Tuan Trung Nguyen , Polish-Japanese Institute of Information Technology ul. Koszykowa 86, 02-008 Warsaw, Poland
pp. 217-222

Classification of Examples by Multiple Agents with Private Features (Abstract)

Pragnesh Jay Modi , Computer Science Department Carnegie Mellon University 5000 Forbes Ave, Pittsburgh, PA 15213
Peter Woo Tae Kim , Computer Science Department Carnegie Mellon University 5000 Forbes Ave, Pittsburgh, PA 15213
pp. 223-229
Autonomous Knowledge and Information Agents - Short Papers

Personalization in Multi-Agent Systems (Abstract)

Fabr?cio Enembreck , PUCPR - Pontificia Universidade Catolica do Parana, Brazil
Jean-Paul Barth? , UTC - Universite de Techonologie deCompiegne, France
pp. 230-233

Using Similarity Measures for an Efficient Business Information-Exchange (Abstract)

Andreia Malucelli , FEUP-LIACC/ PUCPR PUCPR - R. Imaculada Concei??o, 1155, Brazil
Eug?nio Oliveira , FEUP-LIACC FEUP - R. Dr. Roberto Frias Porto, Portugal
pp. 234-237

A Collaborative and Multi-Agent Approach to E-mail Filtering (Abstract)

Lorenzo Lazzari , Dipartimento di Ingegneria dell?Informazione Universit? degli Studi di Parma
Marco Mari , Dipartimento di Ingegneria dell?Informazione Universit? degli Studi di Parma
Agostino Poggi , Dipartimento di Ingegneria dell?Informazione Universit? degli Studi di Parma
pp. 238-241

Category-based Similarity Algorithm for Semantic Similarity in Multi-agent Information Sharing Systems (Abstract)

Sepideh Miralaei , Intelligent and Adaptive Systems Research Group Faculty of Computer Science, University of New Brunswick, Fredericton, NB, Canada
Ali A. Ghorbani , Intelligent and Adaptive Systems Research Group Faculty of Computer Science, University of New Brunswick, Fredericton, NB, Canada
pp. 242-245

?Auto-Presentation?: A Multi-Agent System for Building Automatic Multi-Modal Presentation of a Topic from World Wide Web Information (Abstract)

Shaikh Mostafa Al Masum , Department of Information and Communication Engineering, University of Tokyo
Mitsuru Ishizuka , Department of Information and Communication Engineering, University of Tokyo
Md. Tawhidul Islam , Micros-Fidelio Australia Pvt. Ltd., 13, Narabang Way Belrose, Australia
pp. 246-249

MAX-Sense: A Mobile Agent Approach to Active and Adaptive Distributed Monitoring (Abstract)

Imad Riachi , Computer and Electrical Engineering Department Faculty of Engineering and Architecture American University of Beirut
Mounir Mouawad , Computer and Electrical Engineering Department Faculty of Engineering and Architecture American University of Beirut
Nada Abou-Naccoul , Computer and Electrical Engineering Department Faculty of Engineering and Architecture American University of Beirut
Georges Khazen , Computer and Electrical Engineering Department Faculty of Engineering and Architecture American University of Beirut
Hassan Artail , Computer and Electrical Engineering Department Faculty of Engineering and Architecture American University of Beirut
pp. 250-253

Modeling Annotators to Improve Semantic Annotation and Retrieval of Images (Abstract)

Chen-Yu Lee , Department of Computer Science National Tsing Hua University, HsinChu, Taiwan
Von-Wun Soo , Department of Computer Science National Tsing Hua University, HsinChu, Taiwan
pp. 254-257

Informational middleware based on mutual awareness (Abstract)

Flavien Balbo , Universit? Paris-Dauphine Place du Mar?chal de Lattre de Tassigny, Paris
Mahdi Zargayouna , Universit? Paris-Dauphine Place du Mar?chal de Lattre de Tassigny, Paris
Julien Saunier , Universit? Paris-Dauphine Place du Mar?chal de Lattre de Tassigny, Paris
pp. 258-261

Agent-Based Modeling of Third-Party Logistics Performance Indicators (Abstract)

Elfriede Krauth , Rotterdam School of Management Department of Management of Technology and Innovation RSM Erasmus University, Rotterdam (NL)
Hans Moonen , Rotterdam School of Management Department of Management of Technology and Innovation RSM Erasmus University, Rotterdam (NL)
Viara Popova , Artificial Intelligence Section Department of Computer Science Faculty of Sciences Vrije Universiteit Amsterdam (NL)
Martijn Schut , Artificial Intelligence Section Department of Computer Science Faculty of Sciences Vrije Universiteit Amsterdam (NL)
pp. 262-265

Qualitative Orientation Reasoning in Spatial Multi-Agent Environment (Abstract)

Jianhui Liu , Institute of Computing Technology Chinese Academy of Science Beijing 100080, P. R. China
pp. 266-272

A new approach to agency in a collaborative decision-making process (Abstract)

Athmane Hamel , INRA SRA 37380 Nouzilly, France
Suzanne Pinson , Universite Paris-Dauphine 75775 Paris Cedex 16, France
Michel Picard , INRA SRA 37380 Nouzilly, France
pp. 273-276

Towards an Authority Sharing Based on the Description Logic Action Model (Abstract)

Abdenour Bouzouane , Universit? du Qu?bec ? Chicoutimi D?p. Informatique et Math?matique 555, Blvd. de l?Universit?, G7H2B1, Canada
pp. 277-280

A Cognitive Model of Interaction for Software Agents (Abstract)

Alexandre Pauchet , LIPN - UMR CNRS 7030
Nathalie Chaignaud , PSI - FRE CNRS 2645
Amal EL Fallah Seghrouchni , LIP6 - UMR CNRS 7606
pp. 281-284

Distributed learning of Multi-Agent Causal Models (Abstract)

Stijn Meganck , Computational Modeling Lab Vrije Universiteit Brussel Pleinlaan 2 1050 Brussel, Belgium
Sam Maes , Computational Modeling Lab Vrije Universiteit Brussel Pleinlaan 2 1050 Brussel, Belgium
Bernard Manderick , Computational Modeling Lab Vrije Universiteit Brussel Pleinlaan 2 1050 Brussel, Belgium
Philippe Leray , PSI Laboratory INSA Rouen BP 08 Avenue de Universite 76801 St-Etienne du Rouvray Cedex
pp. 285-288

A Multiagent Architecture for Semantic Web Resources (Abstract)

Wei Dai , School of Information Systems Victoria University
Brooke Abrahams , School of Information Systems Victoria University
pp. 289-292

A Dialogue Agent with Adaptive and Proactive Capabilities (Abstract)

Fr?d?ric Baudoin , FranceTelecom Division R&D Technology Natural Dialogue Agents Labs
Philippe Bretier , FranceTelecom Division R&D Technology Natural Dialogue Agents Labs
Vincent Corruble , Laboratoire d'Informatique de Paris 6 Pole IA
pp. 293-296

Sharing Engineering Information and Knowledge (Abstract)

Mauro F. Koyama , Research Center Renato Archer- CenPRA - Brazil
Olga Nabuco , Research Center Renato Archer- CenPRA - Brazil
Francisco E. D. Pereira , Research Center Renato Archer - CenPRA - Brazil
Khalil Drira , LAAS / CNRS - France
pp. 297-300
Agent Systems Modeling Methodology - Regular Papers

A Generic Multi-agent System Platform For Business Workflows Using Web Services Composition (Abstract)

Li Guo , CISA, Informatics, The university of Edinburgh, United Kingdom
David Robertson , CISA, Informatics, The university of Edinburgh, United Kingdom
Yun-Heh Chen-Burger , CISA, Informatics, The university of Edinburgh, United Kingdom
pp. 301-307

Fuzzy Q-Learning with the Modified ART Neural Network (Abstract)

Hirokae Oeda , Department of Intelligent Systems, Hiroshima City University, Hiroshima, Japan
Noaki Hanada , Department of Intelligent Systems, Hiroshima City University, Hiroshima, Japan
Hideake Kimoto , Department of Intelligent Systems, Hiroshima City University, Hiroshima, Japan
Takeshi Naraki , Department of Intelligent Systems, Hiroshima City University, Hiroshima, Japan
Kenichi Takahashi , Department of Intelligent Systems, Hiroshima City University, Hiroshima, Japan
Tetsuhiro Miyahara , Department of Intelligent Systems, Hiroshima City University, Hiroshima, Japan
pp. 308-305

Conversation Pattern-based Anticipation of Teammates? Information Needs via Overhearing (Abstract)

Xiaocong Fan , School of Information Sciences and Technology, The Pennsylvania State University University Park, PA
John Yen , School of Information Sciences and Technology, The Pennsylvania State University University Park, PA
pp. 316-322

A BDI Agent Architecture for Dialogue Modelling and Coordination in a Smart Personal Assistant (Abstract)

Wayne Wobcke , School of Computer Science and Engineering, University of New South Wales, Sydney NSW 2052, Australia
Van Ho , School of Computer Science and Engineering, University of New South Wales, Sydney NSW 2052, Australia
Anh Nguyen , School of Computer Science and Engineering, University of New South Wales, Sydney NSW 2052, Australia
Alfred Krzywicki , School of Computer Science and Engineering, University of New South Wales, Sydney NSW 2052, Australia
pp. 323-329

NEURAL-Trust: Stimulating Cooperation Engagements in Multi-Agents Systems (Abstract)

Vicente Mujica-V , Fraunhofer FOKUS Institute. Berlin, Germany
Dorgham Sisalem , Fraunhofer FOKUS Institute. Berlin, Germany
Radu Popescu-Zeletin , Fraunhofer FOKUS Institute. Berlin, Germany
pp. 330-336

An Improved Multiagent Reinforcement Learning Algorithm (Abstract)

Xiangping Meng , Department of Electrical Engineering, Changchun Institute of Technology, P. R. China
Robert Babuska , Delft Center for Systems and Control, Delft University of Technology, The Netherlands
Lucian Busoniu , Delft Center for Systems and Control, Delft University of Technology, The Netherlands
Yu Chen , Department of Computer Engineering,Northeast China Institute of Electric Power, P.R.China
Wanyu Tan , Department of Electrical Engineering, Changchun Institute of Technology, P. R. China
pp. 337-343

Exploiting Multi-Agent Interactions for Identifying the Best-Payoff Information Source (Abstract)

Young-Woo Seo , School of Computer Science Carnegie Mellon University 5000 Forbes Ave, Pittsburgh PA 15213, USA
Katia Sycara , School of Computer Science Carnegie Mellon University 5000 Forbes Ave, Pittsburgh PA 15213, USA
pp. 344-350

Self-Organizing Cognitive Agents and Reinforcement Learning in Multi-Agent Environment (Abstract)

Ah-Hwee Tan , School of Computer Engineering, Nanyang Technological University Nanyang Avenue, Singapore
Dan Xiao , School of Computer Engineering, Nanyang Technological University Nanyang Avenue, Singapore
pp. 351-357

A Synthesis Between Mental Attitudes and Social Commitments in Agent Communication Languages (Abstract)

Guido Boella , Universita di Torino - Italy
Joris Hulstijn , VU - Amsterdam
Leendert van der Torre , CWI Amsterdam and TU Delft
pp. 358-364

Automating the Dispute Resolution in a Task Dependency Network (Abstract)

Ioan Alfred Letia , Technical University Department of Computer Science, Baritiu 28, RO-400391 Cluj-Napoca, Romania
Adrian Groza , Technical University Department of Computer Science, Baritiu 28, RO-400391 Cluj-Napoca, Romania
pp. 365-371

"What if?" Dealing with uncertainity in Repage?s mental landscape (Abstract)

Mario Paolucci , ISTC-CNR, Via San Martino della Battaglia 44, 00185 Roma, Italy
Jordi Sabater , ISTC-CNR, Via San Martino della Battaglia 44, 00185 Roma, Italy
Rosaria Conte , ISTC-CNR, Via San Martino della Battaglia 44, 00185 Roma, Italy
pp. 372-378

A Flexible BDI Architecture Supporting Extensibility (Abstract)

Alexander Pokahr , Distributed Systems and Information Systems Computer Science Department, University of Hamburg
Lars Braubach , Distributed Systems and Information Systems Computer Science Department, University of Hamburg
Winfried Lamersdorf , Distributed Systems and Information Systems Computer Science Department, University of Hamburg
pp. 379-385

Multiagent Reputation Management to Achieve Robust Software Using Redundancy (Abstract)

Rajesh Turlapati , Center for Information Technology, University of South Carolina Columbia, SC 29208
Michael N. Huhns , Center for Information Technology, University of South Carolina Columbia, SC 29208
pp. 386-392

A Comparison of Adaptive and Static Agents in Equity Market Trading (Abstract)

Cyril Schoreels , School of Computer Science and IT University of Nottingham
Jonathan M. Garibaldi , School of Computer Science and IT University of Nottingham
pp. 393-399

Reinforcement Learning in Swarms that Learn (Abstract)

James F. Peters , University of Manitoba Department of Electrical and Computer Engineering 15 Gillson St., Winnipeg, Manitoba, Canada R3T 5V6
Christopher Henry , University of Manitoba Department of Electrical and Computer Engineering 15 Gillson St., Winnipeg, Manitoba, Canada R3T 5V6
Sheela Ramanna , Department of Applied Computer Science University of Winnipeg Winnipeg, Manitoba R3B 2E9 Canada
pp. 400-406

Coordinating Non Cooperative Planning Agents: Complexity Results (Abstract)

Adriaan ter Mors , Faculty of Electrical Engineering, Mathematics and Computer Science, Delft University of Technology, P.O. Box 5031, 2600 GA Delft, The Netherlands
Cees Witteveen , Faculty of Electrical Engineering, Mathematics and Computer Science, Delft University of Technology, P.O. Box 5031, 2600 GA Delft, The Netherlands
pp. 407-413

Meta-Agency and Individual-Power An Experimental Approach (Abstract)

Francisco Coelho , Departamento de Matem?tica Universidade de ?vora
Helder Coelho , Departamento de Inform?tica Faculdade de Ci?ncias Universidade de Lisboa
pp. 414-420

On Rough Judgment Making by Socio-cognitive Agents (Abstract)

Anna Gomolinska , University of Bialystok Department of Mathematics Akademicka 2, 15267 Bialystok, Poland
pp. 421-427

Decomposing Large-Scale POMDP Via Belief State Analysis (Abstract)

Xin Li , Department of Computer Science Hong Kong Baptist University
William K. Cheung , Department of Computer Science Hong Kong Baptist University
Jiming Liu , Department of Computer Science Hong Kong Baptist University
pp. 428-434
Agent Systems Modeling Methodology - Short Papers

The External Fault-tolerant Layer Supporting Multi-agent Systems from Different Vendors (Abstract)

Milovan Tosic , School of Computer Science and Software Engineering, Monash University, Australia
Arkady Zaslavsky , School of Computer Science and Software Engineering, Monash University, Australia
pp. 435-438

Improving the Agent-Oriented Modeling Realization by Roles (Abstract)

Xiao Xue , Institute of Automation, Chinese Academy of Science, Beijing, P R China
Quanliang Deng , Institute of Automation, Chinese Academy of Science, Beijing, P R China
Yiren Zhou , Institute of Automation, Chinese Academy of Science, Beijing, P R China
pp. 439-442

From Single Static to Multiple Dynamic Combinatorial Auctions (Abstract)

Don Perugini , Defence Science and Technology Organisation, Edinburgh, S.A., 5111, Australia
Dale Lambert , Defence Science and Technology Organisation, Edinburgh, S.A., 5111, Australia
Leon Sterling , NICTA Victorian Lab., Dept. Comp. Sci. and Soft. Eng. The University of Melbourne, Vic, Australia
Adrian Pearce , NICTA Victorian Lab., Dept. Comp. Sci. and Soft. Eng. The University of Melbourne, Vic, Aus.
pp. 443-446

Third-party Subscription in Multiparty Dialogues for Agent Teams (Abstract)

Kaivan Kamali , Laboratory for Intelligent Agents, School of Information Sciences and Technology The Pennsylvania State University
Xiaocong Fan , Laboratory for Intelligent Agents, School of Information Sciences and Technology The Pennsylvania State University
John Yen , Laboratory for Intelligent Agents, School of Information Sciences and Technology The Pennsylvania State University
pp. 447-450

Performance Evaluation of Dynamically Assembled Multiagent Systems (Abstract)

Glenn Jayaputera , CSSE, Monash University, Australia
Seng Loke , CSSE, Monash University, Australia
Arkady Zaslavsky , CSSE, Monash University, Australia
pp. 451-455

Modelling Multiagent Bayesian Networks with Inclusion Dependencies (Abstract)

C.J. Butz, F. Fang , Department of Computer Science, University of Regina, Regina, Saskatchewan, Canada
pp. 455-458

An Agent Component-Oriented Software Process (Abstract)

Youtian Qu , College of Information Science and engineering,Zhejiang Normal University, Jinhua, China
Tianzhou Chen , Department of Computer Science, Zhejiang University, Hangzhou, China
Xu Hong , College of Information Science and engineering, Zhejiang Normal University, Jinhua, China
pp. 459-462

Improvisational Multi-Agent Organization: Using Director Agent to Coordinate Improvisational Agents (Abstract)

M?rcia Cristina Moraes , Faculdade de Inform?tica - Pontif?cia Universidade Cat?lica do Rio Grande do Sul
Ant?nio Carlos da Rocha Costa , Escola de Inform?tica - Universidade Cat?lica de Pelotas
pp. 463-466

Model-based reinforcement learning for a multi-player card game with partial observability (Abstract)

Hajime Fujita , Nara Institute of Science and Technology, Takayama, Japan
Shin Ishii , Nara Institute of Science and Technology, Takayama, Japan
pp. 467-470

Trading in Open Marketplace Using Trust and Risk (Abstract)

Yuk-Hei Lam , School of Information Technology, Deakin University Pigdons Road, Victoria, Australia
Zili Zhang , School of Information Technology, Deakin University Pigdons Road, Victoria, Australia
Kok-Leong Ong , School of Information Technology, Deakin University Pigdons Road, Victoria, Australia
pp. 471-474

Executable Specifications for Agent Oriented Conceptual Modelling (Abstract)

Ying Guan , Decision Systems Lab, School of IT and Computer Science University of Wollongong, Australia
Aditya K. Ghose , Decision Systems Lab, School of IT and Computer Science University of Wollongong, Australia
pp. 475-478

Flexible Exception Handling in a Multi-Agent Enactment Model for Knowledge-Intensive Processes (Abstract)

Holger Brocks , Fraunhofer Integrated Publication and Information Systems Institute, Darmstadt, Germany
Henning Meyer , Fraunhofer Integrated Publication and Information Systems Institute, Darmstadt, Germany
Thomas Kamps , Fraunhofer Integrated Publication and Information Systems Institute, Darmstadt, Germany
pp. 479-482

Exception Diagnosis in Open Multi-Agent Systems (Abstract)

N. Shah , Distributed Systems and Modelling Research Group Coventry University, Coventry UK
K-M Chao , Distributed Systems and Modelling Research Group Coventry University, Coventry UK
N. Godwin , Distributed Systems and Modelling Research Group Coventry University, Coventry UK
A. James , Distributed Systems and Modelling Research Group Coventry University, Coventry UK
pp. 483-486

Learning Dynamic Preferences in Multi-Agent Meeting Scheduling (Abstract)

Elisabeth Crawford , Computer Science Department Carnegie Mellon University Pittsburgh PA
Manuela Veloso , Computer Science Department Carnegie Mellon University Pittsburgh PA
pp. 487-490

On Detecting Deception in Agent Societies (Abstract)

Amrish Vyas , Department of Information Systems University of Maryland, Baltimore County
Lina Zhou , Department of Information Systems University of Maryland, Baltimore County
pp. 491-494

Rules for Translating Interaction Protocols into a B Formal Representation (Abstract)

Hind FADIL , Technological University of Grenoble - COSY 50 rue Laffemas, BP, Valence cedex 9, France
Jean-Luc KONING , Technological University of Grenoble - COSY 50 rue Laffemas, BP, Valence cedex 9, France
pp. 495-498

On the Interplay of Roles and Power (Abstract)

Maria Fasli , University of Essex, Department of Computer Science Wivenhoe Park, Colchester, UK
pp. 499-502

Delegation Mechanisms for Agent Architectural Design (Abstract)

St?phane Faulkner , Information Management Research Unit University of Namur
St?phane Dehousse , Information Management Research Unit University of Namur
Manuel Kolp , Information System Unit, University of Louvain
Haralambos Mouratidis , School of Computing and Technology, University of East London
Paolo Giorgini , Department of Information and Communication Technology University of Trento - Italy
pp. 503-507

Increasing the Migration E.ciency of Java-based Mobile Agents (Abstract)

Peter Braun , Swinburne University of Technology Faculty of Information and Communication Tech.
IngoM uller , Swinburne University of Technology Faculty of Information and Communication Tech.
Ryszard Kowalczyk , Swinburne University of Technology Faculty of Information and Communication Tech.
Steffen Kern , Friedrich Schiller University Jena Department of Computer Science 07743 Jena, Germany
pp. 508-511

Generating Adequate Representations for Learning from Interaction in Complex Multiagent Simulations (Abstract)

Charles Madiera , Laboratoire d'Informatique de Paris 6, Unibversite Pierre et Marie Curie, Paris Cedex France
Vincent Corruble , Laboratoire d'Informatique de Paris 6, Unibversite Pierre et Marie Curie, Paris Cedex France
Geber Ramalho , Centro de Informatica, Universidad Federal de Pernambuco, Caixa Postal,Brazil
pp. 512-515

Role-based Rights in Arti.cial Social Systems (Abstract)

Guido Boella , Dipartimento di Informatica Universit`a di Torino Italy
Leendert van der Torre , CWI Amsterdam and Delft University of Technology The Netherlands
pp. 516-519
Distributed Problem Solving - Regular Papers

Theoretical Analysis on A Traffic-Based Routing Algorithm of Mobile Agents (Abstract)

Wenyu Qu , Graduate School of Information Science Japan Advanced Institute of Science and Technology
Hong Shen , Graduate School of Information Science Japan Advanced Institute of Science and Technology
Yingwei Jin , Dalian University of Technology, No 2, Linggong Road, Ganjinzi District, Dalian, 116024, China
pp. 520-526

Cooperative Community Selection in Multi Agent Filtering Framework (Abstract)

Sahin Albayrak , DAI-Lab, Technical University Berlin, Germany
Dragan Milosevic , DAI-Lab, Technical University Berlin, Germany
pp. 527-535

Trust Model for Open Ubiquitous Agent Systems (Abstract)

Martin Rehák , Czech Technical University in Prague
Lukáš Foltýn , Czech Technical University in Prague
Michal Pěchouček , Czech Technical University in Prague
Petr Benda , Czech Technical University in Prague
pp. 536-542

Admissible Agreements among Goal-directed Agents (Abstract)

Guido Boella , Dipartimento di Informatica Universita di Torino - Italy
Luigi Sauro , Dipartimento di Informatica Universita di Torino - Italy
Leendert van der Torre , CWI and TU Delft - Amsterdam
pp. 543-554

Analyzing Myopic Approaches for Multi-Agent Communication (Abstract)

Raphen Becker , University of Massachusetts, Amherst Department of Computer Science
Victor Lesser , University of Massachusetts, Amherst Department of Computer Science
Shlomo Zilberstein , University of Massachusetts, Amherst Department of Computer Science
pp. 550-557

Solving Generalized Open Constraint Optimization Problem Using Two-level Multi-agent Framework (Abstract)

Hoong Chuin LAU , School of Information Systems Singapore Management University
Lei ZHANG , The Logistics Institute Asia Pacific National University of Singapore
Chang LIU , School of Computing National University of Singapore
pp. 558-564

An Approximate Pareto Optimal Cooperative Negotiation Model for Multiple (Abstract)

Nicola Gatti , Dipartimento di Elettronica e Informazione Politecnico di Milano, Milano, Italy
Francesco Amigoni , Dipartimento di Elettronica e Informazione Politecnico di Milano, Milano, Italy
pp. 565-571

Competition, cooperation and collective behaviour: resource utilization in non-stationary environments (Abstract)

Michael Kirley , Department of Computer Science and Software Engineering The University of Melbourne Melbourne, Victoria, Australia
pp. 572-578

Complexity of a theory of collective attitudes in teamwork (Abstract)

Marcin Dziubinski , Institute of Informatics,Warsaw University,Banacha 2, Warsaw, Poland
Rineke Verbrugge , Institute of Arti?cial Intelligence, University of Groningen, Grote Kruisstraat Groningen,Netherlands
Barbara Dunin-Keplicz , Institute of Informatics,Warsaw University, Banacha 2,Warsaw, Poland
pp. 579-586

The Minority Game Strategy in Team Competition: How and When? (Abstract)

Tingting Wang , Department of Computer Science Hong Kong Baptist University, Kowloon Tong, Hong Kong
Jiming Liu , Department of Computer Science Hong Kong Baptist University, Kowloon Tong, Hong Kong
pp. 587-594
Distributed Problem Solving - Short Papers

Decomposition Techniques for a Loosely-Coupled Resource Allocation Problem (Abstract)

Pierrick Plamondon , Computer Science & Software Engineering Dept Laval University Ste-Foy, Quebec, Canada
Brahim Chaib-draa , Computer Science & Software Engineering Dept Laval University Ste-Foy, Quebec, Canada
Abder Rezak Benaskeur , Decision Support Systems Section Defence RD Canada - Valcartier Val-B?elair, Quebec, Canada
pp. 595-598

An Efficient Distributed Protocol for Online Gossiping Problem (Abstract)

Zhengnan Shi , Dept of Computer Science Clemson University, Clemson, South Carolina
Pradip K Srimani , Dept of Computer Science Clemson University, Clemson, South Carolina
pp. 599-602

CCCI Metrics for the Measurement of Quality of e-Service (Abstract)

Elizabeth Chang , CEEBI and School of Information Systems, Curtin University of Technology, Australia
Farookh Khadeer Hussain , CEEBI and School of Information Systems, Curtin University of Technology, Australia
Tharam Dillon , Faculty of Information Technology, University of Technology Sydney, Australia
pp. 603-610

Agent-Based Service Coordination For the Grid (Abstract)

Adam Barker , Centre for Intelligent Systems and their Applications (CISA) School of Informatics, University of Edinburgh, UK
pp. 611-614

Estimating and Measuring Performance of Computational Agents (Abstract)

Roman Neruda , Academy of Sciences of the Czech Republic
Pavel Krušina , Academy of Sciences of the Czech Republic
pp. 615-618
Autonomous Auctions and Negetiation - Regular Papers

Agent-Based Negotiation Between Partners in Loose Inter-Organizational Workflow (Abstract)

Eric Andonoff , Laboratoire IRIT / Universit? Toulouse Place Anatole France,Toulouse C?dex, France
Lotfi Bouzguenda , Laboratoire IRIT / Universit? Toulouse Place Anatole France,Toulouse C?dex, France
pp. 619-625

Combinatorial Markets for Efficient Energy Management (Abstract)

Yoseba K. Penya , Department of Information Systems Vienna University of Economics and Business Administration, Austria.
Nicholas R. Jennings , School of Electronics and Computer Science University of Southampton Southampton, UK.
pp. 626-632

A framework for multiple criteria English reverse auctions (Abstract)

Marie-Jo BELLOSTA , LAMSADE - Universite Paris Dauphine Place du Mar?echal de Lattre de TassignybParis cedex 16, France
Sylvie KORNMAN , LAMSADE - Universite Paris Dauphine Place du Mar?echal de Lattre de TassignybParis cedex 16, France
Daniel VANDERPOOTEN , LAMSADE - Universite Paris Dauphine Place du Mar?echal de Lattre de TassignybParis cedex 16, France
pp. 633-639

A Study on Dynamic Bargaining Strategy under Time Constraints and with Incomplete Information (Abstract)

Fu-Ming Lee , Department of Information Management, Chaoyang University of Technology, Taichung County 41349, Taiwan
Li-Hua Li , Department of Information Management, Chaoyang University of Technology, Taichung County 41349, Taiwan
Pao-Hsiao Chen , Department of Information Management, Chaoyang University of Technology, Taichung County 41349, Taiwan
pp. 640-645

Estimation of the Buyer?s Contract Space Incorporating Learning from Experience Techniques to the Seller?s Rationale in E-Commerce Context (Abstract)

Malamati Louta , School of Electrical & Computer Engineering,National Technical University of Athens,Heroon Polytechneiou Str, Athens, Greece
Ioanna Roussaki , School of Electrical & Computer Engineering,National Technical University of Athens,Heroon Polytechneiou Str, Athens, Greece
Lambros Pechlivanos , Department of International and European Economic Studies, Athens University of Economics and Business, Athens,Greece
pp. 646-652
Autonomous Auctions and Negetiation - Short Papers

Adaptive pricing functions for open outcry auctions (Abstract)

Dionisis Kehagias , Informatics and Telematics Institute Center for Research and Technology Hellas 1st km Thermi-Panorama road, Thermi, Greece
Pericles A. Mitkas , Department of Electrical and Computer Engineering Aristotle University of Thessaloniki, Thessaloniki, Greece
pp. 653-656
Applications - Regular Papers

SpeechPA: An Ontology-Based Speech Interface For Personal Assistance (Abstract)

Emerson Cabrera Paraiso , Ponificia Universidade catolica do Parana, Computer Science Department, Brazil
Jean-Paul A. Barth? , Universite de Technologie de Compiegne, Laboratoire Heudiasyc, France
pp. 657-663

Real-time Cooperative Multi-target Tracking by Dense Communication among Active Vision Agents (Abstract)

Norimichi Ukita , Graduate School of Information Science, Nara Institute of Science and Technology
pp. 664-671

Using a Multi-Agent Organization Description Language to describe contract dynamics in virtual enterprises (Abstract)

Jomi Fred Hubner , GIA / DSC / FURB Braz Wanka, Blumenau, Brazil
Olivier Boissier , SMA / G2I / ENSM.SE 158 Cours Fauriel Saint-Etienne Cedex, France
Jaime Simao Sichman , Av. Prof. Luciano Gualberto, 158, trav. Sao Paulo, SP, Brazil
pp. 672-678

Using the Erlang Language for Multi-Agent Systems Implementation (Abstract)

Antonella Di Stefano , University of Catania - Engineering Faculty Dept. of Computer Science and Telecommunication Engineering Viale A. Doria, 6 - 95125 - Catania, Italy
Corrado Santoro , University of Catania - Engineering Faculty Dept. of Computer Science and Telecommunication Engineering Viale A. Doria, 6 - 95125 - Catania, Italy
pp. 679-685
Applications - Short Papers

A Student Agent in a CAI System (Abstract)

Kenichi Takahashi , Hiroshima City University Hiroshima, 731-3194, Japan
Hiroaki Ueda , Hiroshima City University Hiroshima, 731-3194, Japan
Tetsuhiro Miyahara , Hiroshima City University Hiroshima, 731-3194, Japan
pp. 686-689

Corroborating Role Theory and Intelligent Agents: a New Paradigm to Support Collaborative Learning? (Abstract)

Bogdan Florin Marin , University of Duisburg-Essen, Germany
Axel Hunger , University of Duisburg-Essen, Germany
Stefan Werner , University of Duisburg-Essen, Germany
pp. 690-693

A Lightweight Description Model to Support Experience Management (Abstract)

XIE Xiong , Department of Computer Science and Technology Dalian Maritime University, Dalian 116026, P.R.China
ZHANG Weishi , Department of Computer Science and Technology Dalian Maritime University, Dalian 116026, P.R.China
XU Lei , Department of Computer Science and Technology Dalian Maritime University, Dalian 116026, P.R.China
pp. 694-697

Managing commitments in a Multi Agent System using Passive Bids (Abstract)

Fabrizio Furano , Universit? Ca' Foscari Venezia and INFN Padova, 35131, ITALY
Andrew Hanushevsky , SLAC, Stanford University 94025, USA
pp. 698-701

Agent-Based Personal Article Citation Assistant (Abstract)

C. Ma , The Department of Electrical Engineering and Electronics University of Liverpool, Liverpool, L69 3GJ, UK
J. Q. Feng , The Department of Electrical Engineering and Electronics University of Liverpool, Liverpool, L69 3GJ, UK
Q. H. Wu , The Department of Electrical Engineering and Electronics University of Liverpool, Liverpool, L69 3GJ, UK
pp. 702-705

A tool for agent communication in Mozart/Oz (Abstract)

J.A. Suarez-Romero , University of A Coruna, Department of Computer Science, LIDIA Group
A. Alonso-Betanzos , University of A Coruna, Department of Computer Science, LIDIA Group
B. Guijarro-Berdinas , University of A Coruna, Department of Computer Science, LIDIA Group
C. Duran-Sanles , University of A Coruna, Department of Computer Science, LIDIA Group
pp. 706-710
Others - Regular Papers

A system of emotional agents for decision-support (Abstract)

St?phane Daviet , LINA and PerformanSe
H?l?ne Desmier , LINA and PerformanSe
Vincent Philipp? , PerformanSe
pp. 711-717

A Multi-Agent System for the management of E-Government Services (Abstract)

Pasquale De Meo , Universita Mediterranea di Reggio Calabria Via Graziella, Localit`a Feo di Vito Reggio Calabria, Italy
Giovanni Quattrone , Universita Mediterranea di Reggio Calabria Via Graziella, Localit`a Feo di Vito Reggio Calabria, Italy
Domenico Ursino , Universita Mediterranea di Reggio Calabria Via Graziella, Localit`a Feo di Vito Reggio Calabria, Italy
Giorgio Terracina , Dipartimento di Matematica Universit`a della Calabria Via Pietro Bucci 87036 Rende (CS), Italy
pp. 718-724

Improving Operational Efficiency of Web Services with Mobile Agent Technology (Abstract)

Dennis Pratistha , School of Computer Science and Software Engineering, Monash University, Australia
Arkady Zaslavsky , School of Computer Science and Software Engineering, Monash University, Australia
Simon Cuce , School of Computer Science and Software Engineering, Monash University, Australia
Martin Dick , School of Business Information Technology,RMIT University, Australia
pp. 725-731

BSCA-F: E.cient Fuzzy Valued Stable Coalition Forming Among Agents (Abstract)

Bastian Blankenburg , DFKI - German Research Center for Artificial Intelligence Stuhlsatzenhausweg 3, 66123 Saarbrucken, Germany
Matthias Klusch , DFKI - German Research Center for Artificial Intelligence Stuhlsatzenhausweg 3, 66123 Saarbrucken, Germany
pp. 732-738
Others - Short Papers

Web-MASI: Multi-Agent Systems Interoperability Using a Web Services Based Approach (Abstract)

Tarak Melliti , LAMSADE, University of Paris Dauphine
Serge Haddad , LAMSADE, University of Paris Dauphine
Alexandru Suna , LIP6, University of Paris 6
Amal El Fallah Seghrouchni , LIP6, University of Paris 6
pp. 739-742

PASIBC - A Novel .Net Agent Platform for Knowledge Based Information Systems (Abstract)

Ioan Sova , Department of Automation Control and Computer Science Technical University Gh. Asachi - Ia i, Romania
pp. 743-746

Improved Template for Agent Pattern Description (Abstract)

Ayodele Oluyomi , Department of Computer Science and Software Engineering The University of Melbourne 111 Barry Street, Carlton, Victoria 3053, Australia
Shanika Karunasekera , Department of Computer Science and Software Engineering The University of Melbourne 111 Barry Street, Carlton, Victoria 3053, Australia
Leon Sterling , Department of Computer Science and Software Engineering The University of Melbourne 111 Barry Street, Carlton, Victoria 3053, Australia
pp. 747-750

An Application of Ontology Technologies to Robotic Agents (Abstract)

Francesco Amigoni , Dipartimento di Elettronica e Informazione Politecnico di Milano, Milano, Italy
Mario Arrigoni Neri , Dipartimento di Elettronica e Informazione Politecnico di Milano, Milano, Italy
pp. 751-754

Automatic Generation of Self-controlled Autonomous Agents (Abstract)

Caroline Chopinaud , Thales Airborne Systems and LIP62 avenue Gay Lussac 78851 Elancourt, France
Amal El Fallah Seghrouchni , LIP6 rue du Capitaine Scott 75015 Paris, France
Patrick Taillibert , Thales Airborne Systems
pp. 755-758
Industry Track Paper

Hierarchical Clustering Analysis from Genomic Dataset (Abstract)

Wei Yin , CAS Research Center on Data Technology & Knowledge Economy and Graduate University of Chinese Academy of Sciences, Beijing, 100080, China
Qing Yang , Institute of Software, Chinese Academy of Science, Beijing, 100080, China
Shaoyuan Yao , State Key Laboratory of Reproductive Biology, Chinese Academy of Science, Beijing,
Yong Shi , CAS Research Center on Data Technology & Knowledge Economy and Graduate University of Chinese Academy of Sciences, Beijing, 100080, China
pp. 759-762
Author Index

Author Index (PDF)

pp. 763
83 ms
(Ver 3.3 (11022016))