Considering Resource Management in Agent-Based Virtual Organization

In this chapter we discuss a system designed to support workers in a virtual organization. The proposed approach is based on utilization of software agents and ontologies. In the system all Users are represented by their Personal Agents that help them in fulfilling their specific roles. At the same time all entities that the organization is comprised off (human and non-human) are represented as instances of resources in an ontology of the organization. Furthermore, each resource is associated with one or more profiles and these profiles are adapted to represent changes in resources (e.g. new experience/knowledge gained by a human resource, or approval of a duty trip application). The aim of this chapter is to describe basic functions of our system with special attention paid to software agents, their roles and interactions as well as utilization of ontologies in support of worker needs.

[1]  Maria Ganzha,et al.  Resource Management in an Agent-based Virtual Organization - Introducing a Task Into the System , 2007 .

[2]  Lyndon J. B. Nixon,et al.  Improving the Accuracy of Job Search with Semantic Techniques , 2007, BIS.

[3]  Andreas Abecker,et al.  Human Resource Management with Ontologies , 2005, Wissensmanagement.

[4]  Ronald Maier,et al.  Knowledge Management Systems , 2010 .

[5]  York Sure-Vetter,et al.  OntoWeb - A Semantic Web Community Portal , 2002, PAKM.

[6]  Monique Snoeck,et al.  Enterprise Modelling , 1998, ECOOP Workshops.

[7]  Josep Lluís de la Rosa i Esteva,et al.  A Taxonomy of Recommender Agents on the Internet , 2003, Artificial Intelligence Review.

[8]  NICHOLAS R. JENNINGS,et al.  An agent-based approach for building complex software systems , 2001, CACM.

[9]  Sang Keun Rhee,et al.  Ontology-based Semantic Relevance Measure , 2007, SWW 2.0.

[10]  Marcin Paprzycki,et al.  Representing users in a travel support system , 2005, 5th International Conference on Intelligent Systems Design and Applications (ISDA'05).

[11]  Christine Kunzmann,et al.  Towards a Human Resource Development Ontology for Combining Competence Management and Technology-Enhanced Workplace Learning , 2006, OTM Workshops.

[12]  Bert Bredeweg,et al.  Student Modelling: The Key to Individualized Knowledge-Based Instruction , 2010, NATO ASI Series.

[13]  C. Barnatt Office Space, Cyberspace and Virtual Organization , 1995 .

[14]  Robert Tolksdorf,et al.  The Impact of Semantic Web Technologies on Job Recruitment Processes , 2005, Wirtschaftsinformatik.

[15]  Maria Ganzha,et al.  Agent-Based Adaptive Learning Provisioning in a Virtual Organization , 2007, AWIC.

[16]  Rajkumar Roy,et al.  Advances in Soft Computing , 2018, Lecture Notes in Computer Science.

[17]  H M Kim,et al.  An Ontology for Quality Management — Enabling Quality Problem Identification and Tracing , 1999 .

[18]  Elena Mugellini,et al.  Advances in Intelligent Web Mastering - 2 , 2007 .

[19]  Klaus-Dieter Althoff,et al.  Professional Knowledge Management, Third Biennial Conference, WM 2005, Kaiserslautern, Germany, April 10-13, 2005, Revised Selected Papers , 2005, Wissensmanagement.

[20]  Maria Ganzha,et al.  Generic Framework for Agent Adaptability and Utilization in a Virtual Organization - Preliminary Considerations , 2008, ENASE.

[21]  Maria Ganzha,et al.  Adaptive Information Provisioning in an Agent-Based Virtual Organization- Preliminary Considerations , 2007, Ninth International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2007).

[22]  Cary L. Cooper,et al.  Virtual organization: toward a theory of societal transformation stimulated by information technology , 2003, UBIQ.

[23]  Maria Ganzha,et al.  Adaptive Information Provisioning in an Agent-Based Virtual Organization-Ontologies in the System , 2008, KES-AMSTA.

[24]  Nicholas R. Jennings,et al.  The Gaia Methodology for Agent-Oriented Analysis and Design , 2000, Autonomous Agents and Multi-Agent Systems.

[25]  Raymond Grenier,et al.  Going Virtual: Moving Your Organization Into the 21st Century , 1995 .

[26]  Michael Wooldridge,et al.  Introduction to multiagent systems , 2001 .

[27]  María Bárbara Álvarez Torres,et al.  On the Move to Meaningful Internet Systems 2004: OTM 2004 Workshops , 2004, Lecture Notes in Computer Science.