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A New Method of XML-Based Wordnets’ Data Integration

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Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation (BDAS 2017)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 716))

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Abstract

In the paper we present a novel method of wordnets’ data integration. The proposed method is based on the XML representation of wordnets content. In particular, we focus on the integration of VisDic-based documents representing the data of two Polish wordnets, i.e. plWordNet and Polnet. One of the key features of the method is that it is able to automatically identify and handle the discrepancies existing in the structure of the integrated documents. Apart from the method itself, we briefly discuss a C#-based implementation of the method. Finally, we present some statistical measures related to the data available before and after the integration process. The statistical comparison allows us to determine, among other things, the impact of particular wordnets on the integrated set of data.

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Acknowledgments

The reported study was partially supported by the European Union from the FP7-PEOPLE-2013-IAPP AutoUniMo project Automotive Production Engineering Unified Perspective based on Data Mining Methods and Virtual Factory Model (grant agreement no. 612207) and research work financed from funds for science in years 2016–2017 allocated to an international co-financed project (grant agreement no: 3491/7.PR/15/2016/2). It was also partially supported by Institute of Informatics research grant no. BKM/507/RAU2/2016.

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Authors and Affiliations

  1. Institute of Informatics, Silesian University of Technology, Gliwice, Poland

    Daniel Krasnokucki, Grzegorz Kwiatkowski & Tomasz Jastrząb

Authors
  1. Daniel Krasnokucki
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  2. Grzegorz Kwiatkowski
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  3. Tomasz Jastrząb
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Correspondence to Tomasz Jastrząb .

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Editors and Affiliations

  1. Institute of Informatics, Silesian University of Technology, Gliwice, Poland

    Stanisław Kozielski

  2. Institute of Informatics, Silesian University of Technology, Gliwice, Poland

    Dariusz Mrozek

  3. Institute of Informatics, Silesian University of Technology, Gliwice, Poland

    Paweł Kasprowski

  4. Institute of Informatics, Silesian University of Technology, Gliwice, Poland

    Bożena Małysiak-Mrozek

  5. Institute of Informatics, Silesian University of Technology, Gliwice, Poland

    Daniel Kostrzewa

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Krasnokucki, D., Kwiatkowski, G., Jastrząb, T. (2017). A New Method of XML-Based Wordnets’ Data Integration. In: Kozielski, S., Mrozek, D., Kasprowski, P., Małysiak-Mrozek, B., Kostrzewa, D. (eds) Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation. BDAS 2017. Communications in Computer and Information Science, vol 716. Springer, Cham. https://doi.org/10.1007/978-3-319-58274-0_25

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  • DOI: https://doi.org/10.1007/978-3-319-58274-0_25

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