DeFacto - Deep Fact Validation View Full Text


Ontology type: schema:Chapter      Open Access: True


Chapter Info

DATE

2012

AUTHORS

Jens Lehmann , Daniel Gerber , Mohamed Morsey , Axel-Cyrille Ngonga Ngomo

ABSTRACT

One of the main tasks when creating and maintaining knowledge bases is to validate facts and provide sources for them in order to ensure correctness and traceability of the provided knowledge. So far, this task is often addressed by human curators in a three-step process: issuing appropriate keyword queries for the statement to check using standard search engines, retrieving potentially relevant documents and screening those documents for relevant content. The drawbacks of this process are manifold. Most importantly, it is very time-consuming as the experts have to carry out several search processes and must often read several documents. In this article, we present DeFacto (Deep Fact Validation) – an algorithm for validating facts by finding trustworthy sources for it on the Web. DeFacto aims to provide an effective way of validating facts by supplying the user with relevant excerpts of webpages as well as useful additional information including a score for the confidence DeFacto has in the correctness of the input fact. More... »

PAGES

312-327

References to SciGraph publications

  • 2010. Publishing and Consuming Provenance Metadata on the Web of Linked Data in PROVENANCE AND ANNOTATION OF DATA AND PROCESSES
  • 2007. Trustworthiness Analysis of Web Search Results in RESEARCH AND ADVANCED TECHNOLOGY FOR DIGITAL LIBRARIES
  • 1999. Extracting Patterns and Relations from the World Wide Web in THE WORLD WIDE WEB AND DATABASES
  • 2012. Extracting Multilingual Natural-Language Patterns for RDF Predicates in KNOWLEDGE ENGINEERING AND KNOWLEDGE MANAGEMENT
  • Book

    TITLE

    The Semantic Web – ISWC 2012

    ISBN

    978-3-642-35175-4
    978-3-642-35176-1

    From Grant

    Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1007/978-3-642-35176-1_20

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    http://dx.doi.org/10.1007/978-3-642-35176-1_20

    DIMENSIONS

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