A fuzzy trust evaluation method for knowledge sharing in virtual enterprises

Chen, Tsung‐Yi; Chen, Yuh‐Min; Lin, Chin‐Tarng; Chen, Pin-Yuan

doi:10.1016/j.cie.2010.08.015

Cited by 31 publications

(12 citation statements)

References 47 publications

(50 reference statements)

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“…Through the analyzed articles in the systematic review [2,4,5,7,8,11,[17][18][19][20][21][22][23][24][25][26][27][28][29][30][31][32], and the review articles [1,6,[13][14][15]33] that presented classification characteristics for reputation and trust system in general, a taxonomy was designed to classify and compare the works that are applied in Virtual Organization's context.…”

Section: The Proposed Taxonomymentioning

confidence: 99%

A Classification Taxonomy for Reputation and Trust Systems Applied to Virtual Organizations

Bilecki

Fiorese

2017

Collaboration in a Data-Rich World

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Online interactions between unknown parties are increasingly common. This is particularly exemplary in Virtual Organizations (VO). A VO is understood as a permanent or temporary alliance of enterprises that share their resources and skills to achieve specific business goals (collaboration opportunity). In this sense, the lack of trust between partners is seen as an hindrance to the VO's operation. Thus, reputation systems can be applied to trust establishment and management among VO's partners. Therefore, this paper presents a taxonomy to classify and compare trust and reputation systems applied to VO's context. The taxonomy is based on literature studies regarding characteristics observed through a systematic review process. In order to evaluate the proposed taxonomy, it was applied to trust and reputation systems obtained through a systematic review process. Finally, according the presented results, it is possible to note a gap concerning reputation systems applied to the context of VO and Cloud Computing integration.

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Section: The Proposed Taxonomymentioning

confidence: 99%

A Classification Taxonomy for Reputation and Trust Systems Applied to Virtual Organizations

Bilecki

Fiorese

2017

Collaboration in a Data-Rich World

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“…The strategy map revealed interdependencies among these criteria and their strengths. Chen et al (2010) introduced fuzzy trust evaluation method for sharing knowledge derived from the activities of a virtual enterprise (VE) and the interactions among allied enterprises, including collaborative relations and the period of collaboration, is developed. Consisting of the evaluation of the correlation among activities, current trust and of integral trust, the method assessed current trust via fuzzy rule based system having the inputs of collaborative time, activity correlation and collaborative relation.…”

Section: Literature Reviewmentioning

confidence: 99%

Intelligence decision systems in enterprise information management

Kahraman

Kaya

Çevikcan

2011

Journal of Enterprise Information Management

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Purpose-The purpose of this paper is to show how intelligence techniques have been used in information management systems. Design/methodology/approach-The results of a literature review on intelligence decision systems used in enterprise information management are analyzed. The intelligence techniques used in enterprise information management are briefly summarized. Findings-Intelligence techniques are rapidly emerging as new tools in information management systems. Especially, intelligence techniques can be used to utilize the decision process of enterprises information management. These techniques can increase sensitiveness, flexibility and accuracy of information management systems. The hybrid systems that contain two or more intelligence techniques will be more used in the future. Originality/value-The intelligence decision systems are briefly introduced and then a literature review is given to show how intelligence techniques have been used in information management systems.

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“…The established cognitive map illustrates the changes of different factors and their effects on the final trusts. Chen et al (2010) [10] design a trust-based knowledgesharing model based on characteristics of VEs and the knowledge structure model to express knowledge associated with VE activities. The proposed knowledge-sharing method provides the trust level between a knowledge-requesting enterprise and a knowledge-supplying enterprise to improve the willingness of the latter to share more valuable knowledge, ultimately increasing the efficiency and competitiveness of VEs.…”

Section: Introductionmentioning

confidence: 99%

“…Take the model for partner as an example. Partner selects the optimal combination of risk control strategies to maximize its benefit of risk management under the allocated budget and bonus, which is calculated by (10). However, to get the bonus, the partner also needs to prepare himself/herself for reducing its risk loss and meets the owner's requirements.…”

mentioning

confidence: 99%

A Coordination of Risk Management for Supply Chains Organized as Virtual Enterprises

Huang

Wang

et al. 2013

Mathematical Problems in Engineering

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As a new management mode, great attention has been paid to virtual enterprise (VE). While there is much research material on risk management of VE, a relationship perspective on owner and partner performance assessment and management can bring an added dimension. The coordination of risk management in fashion and textiles (FTs) supply chain organized as a VE is studied in this paper. The aim of this study is to find proper decision mechanisms that can improve the overall performance of risk management for the whole VE as well as each member. For the risk management problem in VE, a centralized mechanism is given as the base case, and then a distributed decision-making (DDM) mechanism with incentive scheme is introduced to establish a practicable strategic partnership. Under the DDM mechanism, a relationship performance definition that incorporates the financial dimension is investigated. For the two resulting optimization problems, a particle swarm optimization (PSO) algorithm is designed. In the numerical examples, the study shows that the DDM mechanism with incentive scheme can improve the overall benefit of risk management beyond the centralized one. Additionally, sensitivity analysis is conducted with respect to the bonus parameter, and suggestions are made for further research.

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A fuzzy trust evaluation method for knowledge sharing in virtual enterprises

Cited by 31 publications

References 47 publications

A Classification Taxonomy for Reputation and Trust Systems Applied to Virtual Organizations

A Classification Taxonomy for Reputation and Trust Systems Applied to Virtual Organizations

Intelligence decision systems in enterprise information management

A Coordination of Risk Management for Supply Chains Organized as Virtual Enterprises

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