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An Ontology-Based Temporal Scheduling and Complexity Reduction Model for Timetabling Knowledge Management

机译:基于本体的时间调度和复杂度降低的时空知识管理模型

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Technological tools such as Semantic Web and ontologies have contributed immensely to the reduction of most managerial complexities on daily basis. However, most resolved complexities are solely dependent on the emerging issues which are not general enough to accommodate some specific domain challenges. Temporal scheduling complexities occur in several domains including timetabling, but inter-departmental courses allocation on a general institutional timetable has not been considered. This poses serious managerial concerns and threats to the academic performance of any institution. This paper is aimed at formalizing an ontology model for analyzing temporal scheduling complexities in an existing schedule and giving optimal possible time scheduling resolutions showing their reduction rates for efficient and intelligent knowledge management. Protégé was used in modeling the domain ontology described in the resulted ontograf. The semantics of the formal ontology model is described based on Allen’s interval temporal relations. The use of ontologies make way for easy and intelligent reasoning with knowledge and exposes the need for such knowledge management tool to manage the influx of the numerous data.
机译:诸如语义网和本体之类的技术工具极大地降低了日常管理的复杂性。但是,大多数已解决的复杂性仅取决于新出现的问题,而这些问题一般性不足以适应某些特定领域的挑战。时间安排的复杂性在包括时间表在内的多个领域中都存在,但尚未考虑在一般机构时间表上进行跨部门课程的分配。这引起了严重的管理问题,并威胁到任何机构的学业表现。本文旨在规范化一种本体模型,以分析现有时间表中的时间调度复杂性,并给出最佳的可能时间调度解决方案,以显示其降低效率和智能管理知识的效率。 Protégé用于对结果ontograf中描述的领域本体进行建模。形式本体模型的语义是基于艾伦的区间时间关系描述的。本体的使用为知识的轻松和智能推理开辟了道路,并暴露了使用这种知识管理工具来管理大量数据流入的需求。

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