Strategies for agent-based negotiation in e-trade

£-negotiation handles negotiation over the Internet without human supervision and has shown effectiveness in concluding verifiable and more favorable agreements in a reasonably short time. In this chapter, the authors discuss the negotiation 5ystem and its components with particular emphasis on negotiation strategies. A negotiation strategy defines strategic tactics, which advise on the proper action to select from a set of possible actions that optimizes negotiation outcomes. A strategy should integrate negotiation goals and reactive attitudes. Usually, a fixed strategy is implemented during the course of negotiation regardless ofsignificant decision-makingfactors including market status, opponent :S profile, or eagerness for a negotiated goods/service. The chapter presents the main negotiation strategies and outlines the different decision-makingfactors that should be considered. A strategy uses a utility function to evaluate the offer of an opponent and advises on the generation of a counter offer or the best interaction. The authors finally discuss different utility functions presented in the literature.

[1]  Ralph Schäfer Rules for Using Multi-Attribute Utility Theory for Estimating a User’s Interests , 2001 .

[2]  Thomas L. Saaty,et al.  DECISION MAKING WITH THE ANALYTIC HIERARCHY PROCESS , 2008 .

[3]  Vipin Kumar,et al.  Algorithms for Constraint-Satisfaction Problems: A Survey , 1992, AI Mag..

[4]  Lutz-Alexander Busch,et al.  A Comment on Issue-by-Issue Negotiations , 1997 .

[5]  Xiaomin Ge,et al.  Analysis and Research of the Negotiation Strategies Based on Time Constraint , 2010, 2010 2nd International Workshop on Intelligent Systems and Applications.

[6]  William N. Robinson,et al.  Supporting the negotiation life cycle , 1998, CACM.

[7]  Indranil Bose,et al.  Breakthrough Perspectives in Network and Data Communications Security, Design, and Applications , 2008 .

[8]  Herman Lam,et al.  Automated e-business negotiation: model, life cycle, and system architecture , 2001 .

[9]  Kwang Mong Sim,et al.  Toward market-driven agents for electronic auction , 2001, IEEE Trans. Syst. Man Cybern. Part A.

[10]  Arthur C. Graesser,et al.  Agent behaviors in virtual negotiation environments , 1999, IEEE Trans. Syst. Man Cybern. Part C.

[11]  Ziming Zeng An Agent-based Online Shopping System in E-commerce , 2009, Comput. Inf. Sci..

[12]  Charles C. Willow Next-Generation Strategic Business Model for the U.S. Internet Service Providers: Rate-Based Internet Subscription , 2009, Int. J. Interdiscip. Telecommun. Netw..

[13]  Iyad Rahwan,et al.  Intelligent Agents for Automated One-to-Many E-Commerce Negotiation , 2002, ACSC.

[14]  Karl Kurbel,et al.  A model for multi-lateral negotiations on an agent-based job marketplace , 2005, Electron. Commer. Res. Appl..

[15]  Tong Zhou,et al.  Hybrid Trust Structure in Self-Organizing Networks , 2009, Int. J. Interdiscip. Telecommun. Netw..

[16]  Simon Fong,et al.  Knowledge-empowered automated negotiation system for e-Commerce , 2007, Knowledge and Information Systems.

[17]  H. Monsuur,et al.  Network Topology in Command and Control: Organization, Operation, and Evolution , 2014 .

[18]  Hans-Jürgen Zimmermann,et al.  Decision Making in Fuzzy Environment , 1985 .

[19]  Peyman Faratin,et al.  Agent-Mediated Electronic Commerce VI, Theories for and Engineering of Distributed Mechanisms and Systems, AAMAS 2004 Workshop, AMEC 2004, New York, NY, USA, July 19, 2004, Revised Selected Papers , 2005, AMEC.

[20]  Robert G. Brookshire,et al.  Student Success in a University Introductory Networks and Telecommunications Course: Contributing Factors , 2009, Int. J. Inf. Commun. Technol. Educ..

[21]  Jahangir Khan Overview and Performance Analysis of Ad-Hoc on-Demand Distance Vector Routing Protocol , 2012 .

[22]  Gregory E. Kersten,et al.  WWW-based negotiation support: design, implementation, and use , 1999, Decis. Support Syst..

[23]  V. Sridhar Strategic Outsourcing: Opportunities and Challenges for Telecom Operators , 2010 .

[24]  Michael Wooldridge,et al.  A Classification Scheme for Negotiation in Electronic Commerce , 2001 .

[25]  Ryszard Kowalczyk,et al.  On Fuzzy e-Negotiation Agents: autonomous negotiation with incomplete and imprecise information , 2000, Proceedings 11th International Workshop on Database and Expert Systems Applications.

[26]  Yuh-Shyan Chen,et al.  Routing Protocols in Vehicular Ad Hoc Networks , 2010 .

[27]  Sumita Mishra,et al.  Wireless Sensor Networks: Emerging Applications and Security Solutions , 2011 .

[28]  Moshe Tennenholtz,et al.  Mechanism design for resource bounded agents , 2000, Proceedings Fourth International Conference on MultiAgent Systems.

[29]  Tuomas Sandholm,et al.  Bargaining with Deadlines , 1999, AAAI/IAAI.

[30]  Mohammad Reza Ayatollahzadeh Shirazi,et al.  A Conceptual Framework for Modeling Automated Negotiations in Multiagent Systems , 2008 .

[31]  Pattie Maes,et al.  Agent-mediated Electronic Commerce : A Survey , 1998 .

[32]  Marlon Dumas,et al.  Specification and execution of composite trading activities , 2007, Electron. Commer. Res..

[33]  R. Al-Jaljouli,et al.  Secure Mobile Agent-based E-Negotiation for On-Line Trading , 2007, 2007 IEEE International Symposium on Signal Processing and Information Technology.

[34]  Koen V. Hindriks,et al.  Opponent modelling in automated multi-issue negotiation using Bayesian learning , 2008, AAMAS.

[35]  Nicholas R. Jennings,et al.  Optimal agendas for multi-issue negotiation , 2003, AAMAS '03.

[36]  Chaim Fershtman,et al.  A Note on Multi-Issue Two-Sided Bargaining: Bilateral Procedures , 2000, Games Econ. Behav..

[37]  T. J. Grant Formalized Ontology for Representing C2 Systems as Layered Networks , 2014 .

[38]  Nicholas R. Jennings,et al.  Negotiation decision functions for autonomous agents , 1998, Robotics Auton. Syst..

[39]  Yu-Yi Chen,et al.  A Customer Privacy Protection Protocol on Agent-Based Electronic Commerce Transaction , 2008, 2008 Eighth International Conference on Intelligent Systems Design and Applications.

[40]  Nicholas R. Jennings,et al.  Optimal Negotiation Strategies for Agents with Incomplete Information , 2001, ATAL.

[41]  Ryszard Kowalczyk,et al.  On Constraint-Based Reasoning in e-Negotiation Agents , 2000, AMEC.

[42]  Norman M. Sadeh,et al.  Distributed constrained heuristic search , 1991, IEEE Trans. Syst. Man Cybern..

[43]  Peter McBurney,et al.  Dialogue Game Protocols , 2003, Communication in Multiagent Systems.

[44]  Theodore Brown,et al.  Region Coverage and Protection with Sensors : A Survey , 2010 .

[45]  Makoto Yokoo,et al.  Distributed Constraint Satisfaction: Foundations of Cooperation in Multi-agent Systems , 2000 .

[46]  Hamed Kebriaei,et al.  A simultaneous multi-attribute soft-bargaining design for bilateral contracts , 2009, Expert Syst. Appl..

[47]  Nicholas R. Jennings,et al.  An agenda-based framework for multi-issue negotiation , 2004, Artif. Intell..

[48]  Ioannis P. Chochliouros,et al.  Optical Access Networks and Advanced Photonics: Technologies and Deployment Strategies , 2009 .

[49]  Pattie Maes,et al.  A Real-Life Experiment in Creating an Agent Marketplace , 1997, Software Agents and Soft Computing.

[50]  Sarit Kraus,et al.  Multiagent Negotiation under Time Constraints , 1995, Artif. Intell..

[51]  Axel Spriestersbach,et al.  Protecting competitive negotiation of mobile agents , 1999, Proceedings 7th IEEE Workshop on Future Trends of Distributed Computing Systems.

[52]  Morad Benyoucef,et al.  Applying the Montreal Taxonomy to State of the Art E-Negotiation Systems , 2003 .

[53]  N. R. Jennings,et al.  Multi-Issue Negotiation with Deadlines , 2006, J. Artif. Intell. Res..

[54]  W-Y Wong,et al.  Negotiating with experience , 2000 .

[55]  V. Sridhar Network Security , Administration and Management : Advancing Technology and Practice , 2012 .

[56]  Chung-ming Huang,et al.  Telematics Communication Technologies and Vehicular Networks: Wireless Architectures and Applications , 2009 .

[57]  Gregory E. Kersten,et al.  e-Negotiation Systems and Software Agents: Methods, Models, and Applications , 2006 .

[58]  Nicholas R. Jennings,et al.  A fuzzy constraint based model for bilateral, multi-issue negotiations in semi-competitive environments , 2003, Artif. Intell..