Start making sense: The Chatty Web approach for global semantic

IF 2.1 3区计算机科学 Q3 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE

Journal of Web Semantics Pub Date : 2011-03-08 DOI:10.2139/ssrn.3199009

K. Aberer, Philippe Cudry-Mauroux, M. Hauswirth

引用次数: 21

Abstract

This paper describes a novel approach for obtaining semantic interoperability in a bottom-up, semi-automatic manner without relying on pre-existing, global semantic models. We assume that large amounts of data exist that have been organized and annotated according to local schemas. Seeing semantics as a form of agreement, our approach enables the participating data sources to incrementally develop global agreements in an evolutionary and completely decentralized process that solely relies on pair-wise, local interactions.

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开始有意义:面向全局语义的Chatty Web方法

本文描述了一种以自下而上、半自动的方式获得语义互操作性的新方法，而不依赖于预先存在的全局语义模型。我们假设存在根据本地模式组织和注释的大量数据。将语义视为协议的一种形式，我们的方法使参与的数据源能够在进化和完全分散的过程中逐步开发全局协议，该过程仅依赖于成对的本地交互。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Journal of Web Semantics 工程技术-计算机：人工智能

CiteScore

6.20

自引率

12.00%

发文量

审稿时长

14.6 weeks

期刊介绍： The Journal of Web Semantics is an interdisciplinary journal based on research and applications of various subject areas that contribute to the development of a knowledge-intensive and intelligent service Web. These areas include: knowledge technologies, ontology, agents, databases and the semantic grid, obviously disciplines like information retrieval, language technology, human-computer interaction and knowledge discovery are of major relevance as well. All aspects of the Semantic Web development are covered. The publication of large-scale experiments and their analysis is also encouraged to clearly illustrate scenarios and methods that introduce semantics into existing Web interfaces, contents and services. The journal emphasizes the publication of papers that combine theories, methods and experiments from different subject areas in order to deliver innovative semantic methods and applications.