Using Knowledge Modelling Tools for Agent-Based Systems: The Experience of KSM

The aim of this chapter is to discuss the applicability of recently proposed knowledge modelling tools to the development of agent-based systems. The discussion is derived from the real world experience of a particular software tool called KSM (Knowledge Structure Manager). The chapter provides details about this tool and then proceeds to show in which forms the software may be used to support the development of agent-based systems. Two multiagent systems, one in the field of telecommunications management and the other one in the field of flood control, are described. Conclusions about these studies are presented, summarizing the main contributions that knowledge modelling tools can bring to the development of agent-based systems.

[1]  Samson W. Tu,et al.  Modeling tasks with mechanisms , 1993, Int. J. Intell. Syst..

[2]  B. Chandrasekaran,et al.  Generic Tasks in Knowledge-Based Reasoning: High-Level Building Blocks for Expert System Design , 1986, IEEE Expert.

[3]  B. Chandrasekaran,et al.  Towards a Taxonomy of Problem Solving Types , 1983, AI Mag..

[4]  S. Flatté,et al.  Simulation of point-source scintillation through three-dimensional random media , 1990 .

[5]  William J. Clancey,et al.  Heuristic Classification , 1986, Artif. Intell..

[6]  Bob J. Wielinga,et al.  KADS: a modelling approach to knowledge engineering , 1992 .

[7]  José Cuena,et al.  KSM: An Environment for Knowledge Oriented Design of Applications Using Structured Knowledge Architectures , 1994, IFIP Congress.

[8]  José Cuena,et al.  Reusable Knowledge-Based Components for Building Software Applications: A Knowledge Modelling Approach , 1999, Int. J. Softw. Eng. Knowl. Eng..

[9]  C. Rino,et al.  The angle dependence of singly scattered wavefields , 1977 .

[10]  Martín Molina González Desarrollo de aplicaciones a nivel cognitivo mediante entornos de conocimiento estructurado , 1994 .

[11]  I. P. Shkarofsky,et al.  Generalized turbulence space-correlation and wave-number spectrum-function pairs , 1968 .

[12]  B. Uscinski,et al.  Wave propagation and scattering in random media, volume 2: Multiple scattering, turbulence, rough surfaces, and remote sensing: 1978, Akira Ishimaru. New York: Academic Press. 320 (253–572) + xix pp; price £17.50. ISBN 0.12.374702.3 , 1980 .

[13]  David C. Brown,et al.  Design Problem Solving: Knowledge Structures and Control Strategies , 1989 .

[14]  José Cuena,et al.  A Multiagent System for Emergency Management in Floods , 1999, IEA/AIE.

[15]  R. Fante Electromagnetic beam propagation in turbulent media , 1975, Proceedings of the IEEE.

[16]  Sascha Ossowski,et al.  Knowledge Modelling in Multiagent Systems: The Case of the Management of a National Network , 1999, IS&N.

[17]  José Cuena,et al.  The role of knowledge modelling techniques in software development: a general approach based on a knowledge management tool , 2000, Int. J. Hum. Comput. Stud..

[18]  J. Goodman Statistical Optics , 1985 .

[19]  Luc Steels,et al.  Components of Expertise , 1990, AI Mag..

[20]  Moonis Ali,et al.  Multiple Approaches to Intelligent Systems , 1999, Lecture Notes in Computer Science.

[21]  John McDermott,et al.  Preliminary steps toward a taxonomy of problem-solving methods , 1993 .

[22]  Yves Demazeau,et al.  Exploiting Social Reasoning to Deal with Agency Level Inconsistency , 1995, ICMAS.

[23]  H. Jürgen Müller,et al.  Negotiation principles , 1996 .

[24]  David L. Fried Theoretical Study of Non-Standard Imaging Concepts , 1974 .

[25]  J. Owen,et al.  Numerical simulations of intensity scintillation using the power law phase screen model , 1984 .

[26]  D. Mcdonald,et al.  ARCHON : A DISTRIBUTED ARTIFICIAL INTELLIGENCE SYSTEM FOR INDUSTRIAL APPLICATIONS , 1995 .

[27]  Martin Molina,et al.  A Language to Formalize and to Operationalize Problem-solving Strategies of Structured Knowledge Models , 1998 .

[28]  Mark J. Beran,et al.  Two-scale solution for atmospheric scintillation , 1985 .

[29]  D. Fried Optical Resolution Through a Randomly Inhomogeneous Medium for Very Long and Very Short Exposures , 1966 .

[30]  Nicholas R. Jennings,et al.  ARCHON: a distributed artificial intelligence system for industrial application , 1996 .

[31]  Todd R. Johnson,et al.  Task-structure analysis for knowledge modeling , 1992, CACM.

[32]  S. Flatté,et al.  Intensity images and statistics from numerical simulation of wave propagation in 3-D random media. , 1988, Applied optics.

[33]  Allen Newell,et al.  The Knowledge Level , 1989, Artif. Intell..

[34]  José Cuena,et al.  A structure of problem-solving methods for real-time decision support in traffic control , 1998, Int. J. Hum. Comput. Stud..

[35]  Chuan Yi Tang,et al.  A 2.|E|-Bit Distributed Algorithm for the Directed Euler Trail Problem , 1993, Inf. Process. Lett..