Foundational Challenges in Automated Semantic Web Data and Ontology Cleaning

Jose A. Alonso-Jimenez,Joaquin Borrego-Diaz,Antonia M. Chavez-Gonzalez,Francisco J. Martin-Mateos

IEEE Intelligent Systems（2006）

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摘要

Applying automated reasoning systems to data cleaning in the Semantic Web raises many foundational challenges regarding cleaning-agent design. The authors discuss these challenges and then argue that we can achieve logic trust in the Semantic Web only if it's based on certified reasoning.This article is part of the special issue entitled AI, Agents, and the Web.

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关键词

automated semantic web data,logic trust,certified reasoning,cleaning-agent design,special issue,automated reasoning system,semantic web,data management,automated reasoning,data cleaning,data analysis

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