Context modeling for knowledge flow

Jianmei Guo, Yinglin Wang
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引用次数: 8

Abstract

Knowledge flow exists in almost every collaborative teamwork environment and now it attracts much attention in the knowledge management field. As knowledge flow often takes place in specific context, context should be considered in the modeling of knowledge flow. However, previous models of knowledge flow lack deep studies on context modeling, which makes these models insufficient for real application. This paper puts forward a conceptual framework of context-based knowledge flow. In this framework, context is viewed as one indispensable element of knowledge flow, which is about how to create, transform, propagate and apply knowledge items. Then, TPK context model is proposed, which is based on three spaces: task space, process space and knowledge space. The multi-dimensional structures for the three spaces are suggested. The proposed model reflects the main features of the context of knowledge flow. Based on the model, context-aware knowledge reuse flow is detailed through a case study in product design domain. A system implementing the model is also developed and applied in enterprises.
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知识流的上下文建模
知识流几乎存在于每一个协同团队环境中,是目前知识管理领域的研究热点。由于知识流往往发生在特定的情境中,因此在知识流建模时应考虑情境。然而,以往的知识流模型缺乏对上下文建模的深入研究,使得这些模型在实际应用中存在不足。本文提出了一个基于语境的知识流概念框架。在这个框架中,上下文被视为知识流动的一个不可或缺的要素,它是关于如何创建、转换、传播和应用知识项目的。然后,提出了基于任务空间、过程空间和知识空间的TPK上下文模型。提出了三个空间的多维结构。该模型反映了知识流动背景的主要特征。在此基础上,以产品设计领域为例,详细介绍了上下文感知的知识重用流程。开发了实现该模型的系统,并在企业中进行了应用。
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