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An effective knowledge quality framework based on knowledge resources interdependencies

机译:基于知识资源相互依赖的有效知识质量框架

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Purpose - The purpose of this paper is to introduce a new knowledge quality assessment framework based on interdependencies between content and schema as knowledge resources to enhance the quality of the knowledge that is being generated, disseminated and stored in a collaborative environment. Design/methodology/approach - A knowledge elaboration approach is based on intervening factors of schematic clustering applied to a trial wiki bulletin board. Through this schematic intervention in the form of group creation within a wiki environment, a user-centric mechanism is created to substantiate, compose and narrate the generated contents in a self-organizing way. Findings - Through this approach, quality in content can be enhanced by means of a favourably manipulated collaboration schema adopted by the knowledge management system (KMS) users instead of applying knowledge mining tools. Research limitations/implications - With consideration to trust as a significant factor in this study, the verification and referral process may vary for KMS structures that are of larger scale or in low-trust collaborative environments. Originality/value - This study demonstrates transition to higher quality knowledge with less time spent on the original content refinement and composition by paying due consideration to the interdependencies between knowledge resource content and its schema. Validation is done via a clustered group structure in a specially designed wiki which had been used as a discussion bulletin board on directed topics over an extended period.
机译:目的-本文的目的是引入一个新的知识质量评估框架,该框架基于内容和作为知识资源的模式之间的相互依赖关系,以提高在协作环境中生成,传播和存储的知识的质量。设计/方法/方法-知识阐述方法基于应用于试验Wiki公告板上的原理图聚类的中间因素。通过在Wiki环境中以组创建的形式进行的这种示意性干预,创建了一种以用户为中心的机制,以自组织的方式对生成的内容进行证实,组合和叙述。调查结果-通过这种方法,可以通过知识管理系统(KMS)用户采用有利地操纵的协作模式来提高内容质量,而不是应用知识挖掘工具。研究的局限性/含义-考虑到信任是本研究的重要因素,对于规模较大或在低信任度的协作环境中的KMS结构,验证和推荐过程可能会有所不同。原创性/价值-本研究通过充分考虑知识资源内容及其架构之间的相互依赖关系,证明可以减少对原始内容的细化和撰写所花费的时间,从而向高质量的知识过渡。验证是通过特殊设计的Wiki中的群集组结构完成的,该Wiki长期以来一直用作针对定向主题的讨论公告板。

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