Neural Data Mining System for Trust-Based Evaluation in Smart Organizations

Neural Data Mining System for Trust-Based Evaluation in Smart Organizations

T. T. Wong (The Hong Kong Polytechnic University, Hong Kong)
Copyright: © 2006 |Pages: 28
DOI: 10.4018/978-1-59140-390-6.ch006
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Abstract

Nowadays, many enterprises manufacture and distribute their products or services globally, and quite a number of smart organizations are formed on the Internet and are expected to evolve to a strategically important e-business model. Although information and communication technologies (ICT) and knowledge management plays an important role in linking the core and partner companies, it remains subservient to the humans that form the smart organizations. This chapter identifies two instances in which trust-based evaluations of partners in the smart organizations are applicable. A review of the literature indicates that neither researchers nor practitioners agree on a single model of interfirm trust that applies to all partner evaluation contexts. A decision-support system based on neural network and data mining technologies is proposed. A case example is given to illustrate a trust-based evaluation in real situation.

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Table of Contents
Preface
István Mezgar
Acknowledgments
István Mezgar
Chapter 1
Erastos Filos
The chapter aims to present and explain the concept of the smart organization. This concept arose from the need for organizations to respond... Sample PDF
Smart Organizations in the Digital Age
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Chapter 2
László Z. Varga
This chapter introduces agent technology as a means of creating dynamic software systems for the changing needs of smart organizations. The notion... Sample PDF
Applications of Agent-Based Technologies in Smart Organizations
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Chapter 3
Arturo Molina, Ricardo Mejia, Nathalíe Galeano, Teresa Najera, Marcela Velandia
This chapter introduces the concept of virtual enterprise broker (VEB) supported by the use of a “HUB” of integrated e-services as an enabling IT... Sample PDF
The HUB as an Enabling IT Strategy to Achieve Smart Organizations
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Chapter 4
Shirley Chan
This chapter looks at the deployment of appropriate information and communication technologies in helping smart organizations to manage knowledge.... Sample PDF
Knowledge Management in Smart Organizations
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Chapter 5
Violina Ratcheva
The uniqueness of multidisciplinary teamwork is in its potential to integrate different bodies of knowledge into a new synergy. However, previous... Sample PDF
Bridging Diversity across Time and Space: The Case of Multidisciplinary Virtual Teams
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Chapter 6
T. T. Wong
Nowadays, many enterprises manufacture and distribute their products or services globally, and quite a number of smart organizations are formed on... Sample PDF
Neural Data Mining System for Trust-Based Evaluation in Smart Organizations
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Chapter 7
István Mezgar
The chapter introduces the different types of wireless technologies that can be applied in smart organizations. Smart organization (SO) is an... Sample PDF
New Challenges for Smart Organizations: Demands for Mobility - Wireless Communication Technologies
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Chapter 8
Peter Bertok, Xinjian Xu
In a rapidly changing world, continuous adoption of new practices is crucial for survival; organizations embracing the latest technologies have a... Sample PDF
Infrastructure Support for Smart Organizations: Integration of Web Service Partners in Heterogeneous Environments
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Chapter 9
Gergely Sipos, Péter Kacsuk
This chapter summarizes the most relevant results that grid research achieved in the last decade, it presents the actual issues of the topic, and it... Sample PDF
Grid Technology for Smart Organizations
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Chapter 10
Raphael C.W. Phan
In this chapter, we discuss the security technologies that are important in guaranteeing the good quality of communication within smart... Sample PDF
Communication Security Technologies in Smart Organizations
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About the Authors