Helping to Develop Knowledge Management Systems by Using a Multi-Agent Approach

Helping to Develop Knowledge Management Systems by Using a Multi-Agent Approach

Aurora Vizcaino (University of Castilla-La Mancha, Spain), Juan Pablo Soto (University of Castilla-La Mancha, Spain), Javier Portillo (University of Castilla-La Mancha, Spain) and Mario Piattini (University of Castilla-La Mancha, Spain)
DOI: 10.4018/978-1-60566-140-7.ch019
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Abstract

Efforts to develop Knowledge Management have increased in recent years. However, many of the systems implanted in companies are still not greatly used by the employees because the knowledge that these systems have is often not valuable or on other occasions, is useful but employees do not know how to search for that which is most suitable. Moreover, employees often receive too many answers when they consult this kind of systems and they need to waste time evaluating all of them in order to find that which is most suitable for their necessities. On the other hand, many technical aspects should also be considered when developing a multi-agent system such as what knowledge representation or retrieval technique is going to be used. To find a balance between both aspects is important if we want to develop a successful system. However, developers often focus on technical aspects giving less importance to knowledge issues. In order to avoid this, we have developed a model to help computer science engineers to develop these kinds of systems. In our proposal, first we define a knowledge life cycle model that, according to literature and our experience, ponders all the stages that a knowledge management system should give support to. Later, we describe the technology (software agents) that we recommend to support the activities of each stage. The chapter explains why we consider that software agents are suitable for this end and how they can work in order to reach their goals. Furthermore, a prototype that uses these agents is also described.
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A Multi-Agent Model To Develop Knowledge Management Systems

A successful KMS should perform the functions of knowledge creation, storage/retrieval, transfer and application (Jennex and Olfman 2006). Taking this fact into account and after reviewing several knowledge life cycles and models (see Table 1) and seeing what stages most authors considered, we decided to define a knowledge life cycle that indicates what process a KMS should support (see Figure1). This is a focus different to the previous one based on describing the knowledge cycle in human being and/or in companies.

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Table of Contents
Chapter 1
Murray E. Jennex
This is the third volume in the Advances in Knowledge Management and I thought it appropriate to start this volume with some reflection on where KM... Sample PDF
Reflections on Knowledge Management Research and Practice
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Chapter 2
Peter Keen, Margaret Tan
The chapter proposes a simple framework termed ‘knowledge fusion’ to extend the rigor and relevance of knowledge management (KM). It points to some... Sample PDF
Knowledge Fusion: A Framework for Extending the Rigor and Relevance of Knowledge Management
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Chapter 3
Hazel Taylor
This chapter explores the concept of ‘tacit knowledge’ and how organizations can foster the sharing and exchange of tacit knowledge. Various views... Sample PDF
Tapping Tacit Knowledge
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Chapter 4
Andrea Hornett, Eric W. Stein
This chapter adds to our understanding of knowledge management as an evolving body of concepts, relationships, strategies and practices. Using... Sample PDF
Advances in Knowledge Management: Mapping Ideas that Shape Practice
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Chapter 5
Clyde W. Holsapple, Kiku G. Jones
Just as Porter’s value chain model identifies classes of business activity that can be performed in ways that contribute to a firm’s... Sample PDF
Knowledge Chain Activity Classes: Impacts on Competitiveness and the Importance of Technology Support
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Chapter 6
Rahinah Ibrahim, Mark E. Nissen
Tacit knowledge attenuates particularly quickly in organizations that experience discontinuous membership: the coming and going of organizational... Sample PDF
Developing a Knowledge-Based Organizational Performance Model for Improving Knowledge Flows in Discontinuous Organizations
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Chapter 7
Frank Land, Urooj Amjad, Sevasti-Melissa Nolas
The purpose of this chapter is to argue the case that the study of Knowledge Management should embrace considerations of ethics and accountability.... Sample PDF
Accountability and Ethics in Knowledge Management
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Chapter 8
Chay Yue Wah
The study aims to understand the social and organizational factors that influence knowledge sharing. A model of knowledge management and knowledge... Sample PDF
Social Capital and Knowledge Sharing in Knowledge-Based Organizations: An Empirical Study
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Chapter 9
Charlie C. Chen, Rong-An Shang, Albert L. Harris, Zhi-Kai Chen
A knowledge management system (KMS) project transcends functional departments and business partners. The success of KMS implementation is highly... Sample PDF
A Structured Method for Evaluating the Management of a Knowledge Management System Implementation
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Chapter 10
Murray E. Jennex, Stefan Smolnik, David T. Croasdell
This chapter explores knowledge management, KM, and knowledge management system, KMS, success. The inspiration for this chapter is the KM Success... Sample PDF
Toward a Consensus Knowledge Management Success Definition
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Chapter 11
Elsa Rhoads, Kevin J. O'Sullivan, Michael Stankosky
This research chapter investigates the status of knowledge management (KM) practices implemented across federal agencies of the U.S. government. It... Sample PDF
An Evaluation of Factors that Influence the Success of Knowledge Management Practices in U.S. Federal Agencies
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Chapter 12
Kevin Laframboise, Anne-Marie Croteau, Anne Beaudry, Mantas Manovas
This article reports on a study that investigates the knowledge transfer between an information systems/ technology (IS/IT) department and non-IT... Sample PDF
Interdepartmental Knowledge Transfer Success During Information Technology Projects
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Chapter 13
Claudio Vitari, Jennifer Moro, Aurelio Ravarini, Isabelle Bourdon
The purpose of this chapter is to contribute to the improvement of the acceptance of information systems (IS) devoted to the codification and... Sample PDF
Improving KMS Acceptance: The Role of Organizational and Individuals' Influence
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Chapter 14
Michael J. Zhang
While a great deal has been written about how information systems (IS) can be deployed to facilitate knowledge management for performance... Sample PDF
IS Support for Knowledge Management and Firm Performance: An Empirical Study
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Chapter 15
Wei Li, Alexandre Ardichvili, Martin Maurer, Tim Wentling, Reed Stuedemann
The goal of this study was to explore how national (Chinese) culture influences knowledge sharing in virtual communities of practice at a large... Sample PDF
Chinese Culture and Virtual Knowledge Sharing in a Multinational Corporation
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Chapter 16
Gilles Balmisse, Denis Meingan, Katia Passerini
In this chapter, we update earlier research on the state of the art Knowledge Management (KM) tools and present key evaluation criteria that can be... Sample PDF
Selecting the Right Knowledge Management Tools: Software Trends and Key Evaluation Criteria
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Chapter 17
Jörg Rech, Raimund L. Feldmann, Eric Ras
Knowledge management is a relatively young discipline. It has accumulated a valuable body-of-knowledge on how to structure and represent knowledge... Sample PDF
Knowledge Patterns and Knowledge Refactorings for Increasing the Quality of Knowledge
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Chapter 18
Paul Jackson, Ray Webster
This chapter is concerned with engaging end-users in the design and development of knowledge management systems. The identification, capture and use... Sample PDF
Knowledge Elicitation and Mapping: Ontology as an Instrument of Design and Organizational Learning
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Chapter 19
Aurora Vizcaino, Juan Pablo Soto, Javier Portillo, Mario Piattini
Efforts to develop Knowledge Management have increased in recent years. However, many of the systems implanted in companies are still not greatly... Sample PDF
Helping to Develop Knowledge Management Systems by Using a Multi-Agent Approach
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Chapter 20
Mirghani Mohamed, Michael Stankosky, Vincent Ribière
The purpose of this chapter is to examine the requirements of Knowledge Management (KM) services deployment in a Semantic Grid environment. A wide... Sample PDF
Adopting the Grid Computing & Semantic Web Hybrid for Global Knowledge Sharing
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Chapter 21
Sineed Paisittanand, L. A. Digman, Sang M. Lee
The creation and the use of knowledge have increasingly been regarded as important issues for management. A wide range of studies have investigated... Sample PDF
The Effect of Knowledge Process Capabilities and Knowledge Infrastructure Capabilities on Strategy Implementation Effectiveness
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About the Contributors