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首页> 外文期刊>International journal of advanced media and communication >Facilitating maintenance of knowledge management systems with a software tool
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Facilitating maintenance of knowledge management systems with a software tool

机译：使用软件工具促进知识管理系统的维护

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With the dramatic increase of knowledge management systems in commercial applications, many knowledge management systems are now becoming legacy systems. These knowledge management systems contain knowledge depositories that are often large and unstructured. Therefore maintaining knowledge management systems is a very difficult task. This study introduces a Hopfield neural net-based software tool, which can be used for facilitating maintenance of a knowledge depository in knowledge management systems. This neural net software will automatically categorise knowledge pieces of a knowledge depository according to its lexical similarity. Clusters will be made as an output of this neural net software. Having clusters out of a knowledge depository will facilitate the knowledge management system maintainer since categorised knowledge pieces are easier to understand than disordered knowledge pieces of a knowledge management system.
机译：随着商业应用中知识管理系统的急剧增加，许多知识管理系统现在已成为遗留系统。这些知识管理系统包含的知识库通常很大且没有结构。因此，维护知识管理系统是一项非常困难的任务。本研究介绍了一种基于Hopfield神经网络的软件工具，该工具可用于促进知识管理系统中知识库的维护。该神经网络软件将根据其词汇相似性自动将知识库的知识片段分类。群集将作为该神经网络软件的输出。由于知识类别的知识比知识管理系统的无序知识块更容易理解，因此将集群放置在知识库之外将有助于知识管理系统的维护人员。

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