Domain-Aware Data Matching in Emergency Response Scenarios

应急响应场景中的领域感知数据匹配

• 批准号: 1812618
• 金额: --
• 依托单位: University of Edinburgh
• 依托单位国家: 英国
• 项目类别: Studentship
• 财政年份: 2015
• 资助国家: 英国
• 起止时间: 2015 至 无数据
• 项目状态: 已结题
• 来源: https://gtr.ukri.org/projects?ref=studentship-1812618
• 关键词: Domain; Aware; Data; Matching; Emergency

Nowadays, there are a lot of situations where participants from different domains have to collaborate. For example, in emergency response (ER) scenarios different agencies have to work together in order to reestablish normality as fast as possible. Nevertheless, this cooperation is not easy because the agencies involved in such scenarios represent knowledge in different ways. Although there are applied some techniques in order to address this heterogeneity problem, these sometimes produce mismatches caused by ambiguity and different knowledge representation degree between agencies (specialisation). In this research we are going to use domain-specific terminologies, to tackle these problems, instantiating our approaches into ER scenarios.At this point, we are formalising terminologies from ER agencies. Concretly, we are taking terms from the UK Civil and Protection glossary, which cotains common terms used by ER organisations in the UK. The next step consist in integrating these specific terms into a lexical resource (WordNet) and using these new terms to carry out semantic matchings between different agencies' schemas. Thus, we are going to take advantage of domain information in order to takle ambiguity and specialisation.

如今，有很多情况下，来自不同领域的参与者必须进行协作。例如，在应急响应（ER）场景中，不同的机构必须共同努力，以尽快恢复正常。然而，这种合作并不容易，因为参与这种情况的机构以不同的方式代表知识。虽然有应用一些技术，以解决这种异质性问题，这些有时会产生不匹配所造成的歧义和不同的知识表示程度的机构（专业化）。在这项研究中，我们将使用特定领域的术语来解决这些问题，将我们的方法实例化到ER场景中。具体地说，我们正在从英国民事和保护词汇表，其中包含在英国的ER组织使用的共同术语。下一步是将这些特定术语集成到词汇资源（WordNet）中，并使用这些新术语在不同机构的模式之间进行语义匹配。因此，我们将利用领域信息来消除歧义和专业化。

项目成果

Diversicon: Pluggable Lexical Domain Knowledge

Diversicon：可插入的词汇领域知识

• DOI: 10.1007/s13740-019-00107-1
• 发表时间: 2019
• 期刊: Journal on Data Semantics
• 作者: Bella G