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Identifying References to Datasets in Publications
Boland, Katarina
;
Ritze, Dominique
;
Eckert, Kai
;
Mathiak, Brigitte
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DOI:
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https://doi.org/10.1007/978-3-642-33290-6_17
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URL:
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http://publications.wim.uni-mannheim.de/informatik...
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Additional URL:
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http://link.springer.com/chapter/10.1007%2F978-3-6...
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Document Type:
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Conference or workshop publication
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Year of publication:
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2012
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Book title:
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Theory and Practice of Digital Libraries : Second International Conference, TPDL 2012, Paphos, Cyprus, September 23-27, 2012. Proceedings
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The title of a journal, publication series:
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Lecture Notes in Computer Science
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Volume:
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7489
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Page range:
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150-161
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Conference title:
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2. International Conference on Theory and Practice of Digital Libraries, TPDL 2012
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Location of the conference venue:
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Paphos, Cyprus
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Date of the conference:
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September 23-27, 2012
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Publisher:
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Zaphiris, Panayiotis
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Place of publication:
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Berlin [u.a.]
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Publishing house:
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Springer
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ISBN:
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978-3-642-33289-0 , 978-3-642-33290-6
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ISSN:
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0302-9743 , 1611-3349
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Publication language:
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English
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Institution:
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School of Business Informatics and Mathematics > Information Systems V: Web-based Systems (Bizer 2012-)
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Subject:
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004 Computer science, internet
020 Library and information sciences
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Abstract:
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Research data and publications are usually stored in separate
and structurally distinct information systems. Often, links between these
resources are not explicitly available which complicates the search for
previous research. In this paper, we propose a pattern induction method
for the detection of study references in full texts. Since these references
are not specified in a standardized way and may occur inside a variety of
different contexts – i.e., captions, footnotes, or continuous text – our algo-rithm is required to induce very flexible patterns. To overcome the sparse
distribution of training instances, we induce patterns iteratively using a
bootstrapping approach. We show that our method achieves promising
results for the automatic identification of data references and is a first
step towards building an integrated information system
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 | Dieser Eintrag ist Teil der Universitätsbibliographie. |
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