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LREC 2014main

The eIdentity Text Exploration Workbench

Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC 2014)

DOI:10.63317/3zsm3ov2ijez

Abstract

We work on tools to explore text contents and metadata of newspaper articles as provided by news archives. Our tool components are being integrated into an “Exploration Workbench” for Digital Humanities researchers. Next to the conversion of different data formats and character encodings, a prominent feature of our design is its “Wizard” function for corpus building: Researchers import raw data and define patterns to extract text contents and metadata. The Workbench also comprises different tools for data cleaning. These include filtering of off-topic articles, duplicates and near-duplicates, corrupted and empty articles. We currently work on ca. 860.000 newspaper articles from different media archives, provided in different data formats. We index the data with state-of-the-art systems to allow for large scale information retrieval. We extract metadata on publishing dates, author names, newspaper sections, etc., and split articles into segments such as headlines, subtitles, paragraphs, etc. After cleaning the data and compiling a thematically homogeneous corpus, the sample can be used for quantitative analyses which are not affected by noise. Users can retrieve sets of articles on different topics, issues or otherwise defined research questions (“subcorpora”) and investigate quantitatively their media attention on the timeline (“Issue Cycles”).

Details

Paper ID
lrec2014-main-294
Pages
pp. 691-697
BibKey
kliche-etal-2014-eidentity
Editor
N/A
Publisher
European Language Resources Association (ELRA)
ISSN
2522-2686
ISBN
978-2-9517408-8-4
Conference
Ninth International Conference on Language Resources and Evaluation
Location
Reykjavik, Iceland
Date
26 May 2014 31 May 2014

Authors

  • FK

    Fritz Kliche

  • AB

    André Blessing

  • UH

    Ulrich Heid

  • JS

    Jonathan Sonntag

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