迈向更合理的语义网

Vleer Doing, Ryan Wisnesky
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引用次数: 0

摘要

我们旨在通过重新审视迄今为止定义语义网的设计决策,加快实现语义网的最初愿景。我们建议转变方向,通过重新考虑语义网的逻辑基础,更广泛地接纳现有的数据基础设施。我们主张将注意力从迄今为止一直支撑着语义网的描述逻辑转移到一阶逻辑的另一个片段上。我们以(地理)空间领域为例,认为这样做可以把语义网当作一个大规模的传统数据迁移和整合问题来处理。这样,大量现有的工具和理论就能为语义网带来益处,本体共享抽象的原始愿景也能重新焕发活力。
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Towards A More Reasonable Semantic Web
We aim to accelerate the original vision of the semantic web by revisiting design decisions that have defined the semantic web up until now. We propose a shift in direction that more broadly embraces existing data infrastructure by reconsidering the semantic web's logical foundations. We argue to shift attention away from description logic, which has so far underpinned the semantic web, to a different fragment of first-order logic. We argue, using examples from the (geo)spatial domain, that by doing so, the semantic web can be approached as a traditional data migration and integration problem at a massive scale. That way, a huge amount of existing tools and theories can be deployed to the semantic web's benefit, and the original vision of ontology as shared abstraction be reinvigorated.
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