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Collaborative Ontology Development for the Geosciences

机译:地球科学的协作本体开发

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摘要

Ontology-based information publishing, retrieval, reuse, and integration have become popular research topics to address the challenges involved in exchanging data between heterogeneous sources. However, in most cases ontologies are still developed in a centralized top-down manner by a few knowledge engineers. Consequently, the role that developers play in conceptualizing a domain such as the geosciences is disproportional compared with the role of domain experts and especially potential end-users. These and other drawbacks have stimulated the creation of new methodologies focusing around collaboration. Based on a review of existing approaches, this article presents a two-step methodology and implementation to foster collaborative ontology engineering in the geosciences. Our approach consists of the development of a minimalistic core ontology acting as a catalyst and the creation of a virtual collaborative development cycle. Both methodology and prototypical implementation have been tested in the context of the EU-funded ForeStClim project which addresses environmental protection with respect to forests and climate change.
机译:基于本体的信息发布,检索,重用和集成已成为流行的研究主题,以解决异构源之间交换数据所涉及的挑战。但是,在大多数情况下,一些知识工程师仍然以集中的自上而下的方式开发本体。因此,与领域专家(尤其是潜在的最终用户)相比,开发人员在概念化领域(如地球科学)中扮演的角色是不成比例的。这些和其他缺点刺激了围绕协作的新方法的创建。在回顾现有方法的基础上,本文提出了两步方法和实施方法,以促进地球科学中的协作本体工程。我们的方法包括开发充当催化剂的简约核心本体和创建虚拟协作开发周期。在欧盟资助的ForeStClim项目的背景下测试了方法论和原型实施,该项目致力于解决森林和气候变化方面的环境保护。

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