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Round-trip semantics with sztakipedia and DBpedia spotlight

Published: 16 April 2012 Publication History

Abstract

We describe a tool kit to support a knowledge-enhancement cycle on the Web. In the first step, structured data which is extracted from Wikipedia is used to construct automatic content enhancement engines. Those engines can be used to interconnect knowledge in structured and unstructured information sources on the Web, including Wikipedia itself. Sztakipedia-toolbar is a MediaWiki user script which brings DBpedia Spotlight and other kinds of machine intelligence into the Wiki editor interface to provide enhancement suggestions to the user. The suggestions offered by the tool focus on complementing knowledge and increasing the availability of structured data on Wikipedia. This will, in turn, increase the available information for the content enhancement engines themselves, completing a virtuous cycle of knowledge enhancement.

References

[1]
Christian Bizer, Jens Lehmann, Georgi Kobilarov, Sören Auer, Christian Becker, Richard Cyganiak, and Sebastian Hellmann. DBpedia - A crystallization point for the Web of Data. Web Semantics: Science, Services and Agents on the World Wide Web, 7:154--165, September 2009.
[2]
D. Ferrucci and A. Lally. UIMA: an architectural approach to unstructured information processing in the corporate research environment. Natural Language Engineering, 10(3--4):327--348, 2004.
[3]
M. Héder. Integrating artificial intelligence solutions into interfaces of online knowledge production. ICIC Express Letters, 5(12):4395--4401, 2011.
[4]
Pablo N. Mendes, Max Jakob, Andrés García-Silva, and Christian Bizer. Dbpedia spotlight: Shedding light on the web of documents. In Proceedings of the 7th International Conference on Semantic Systems (I-Semantics), 2011.
[5]
U. Quasthoff, M. Richter, and C. Biemann. Corpus portal for search in monolingual corpora. In Proceedings of the LREC, 2006.
[6]
G. Salton and C. Buckley. Term-weighting approaches in automatic text retrieval* 1. Information processing & management, 24(5):513--523, 1988.

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  • (2023)Psychiq and Wwwyzzerdd: Wikidata completion using WikipediaSemantic Web10.3233/SW-233450(1-14)Online publication date: 12-Sep-2023

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  1. Round-trip semantics with sztakipedia and DBpedia spotlight

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    cover image ACM Other conferences
    WWW '12 Companion: Proceedings of the 21st International Conference on World Wide Web
    April 2012
    1250 pages
    ISBN:9781450312301
    DOI:10.1145/2187980
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    • Univ. de Lyon: Universite de Lyon

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 16 April 2012

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    Author Tags

    1. dbpedia
    2. natural language processing
    3. wikipedia

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    • Demonstration

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    WWW 2012
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    • Univ. de Lyon
    WWW 2012: 21st World Wide Web Conference 2012
    April 16 - 20, 2012
    Lyon, France

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    Overall Acceptance Rate 1,899 of 8,196 submissions, 23%

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    • (2023)Psychiq and Wwwyzzerdd: Wikidata completion using WikipediaSemantic Web10.3233/SW-233450(1-14)Online publication date: 12-Sep-2023

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