Identifying References to Datasets in Publications

Boland, Katarina ; Ritze, Dominique ; Eckert, Kai ; Mathiak, Brigitte

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Document Type: Conference or workshop publication
Year of publication: 2012
Book title: Theory and Practice of Digital Libraries : Second International Conference, TPDL 2012, Paphos, Cyprus, September 23-27, 2012. Proceedings
The title of a journal, publication series: Lecture Notes in Computer Science
Volume: 7489
Page range: 150-161
Conference title: 2. International Conference on Theory and Practice of Digital Libraries, TPDL 2012
Location of the conference venue: Paphos, Cyprus
Date of the conference: September 23-27, 2012
Publisher: Zaphiris, Panayiotis
Place of publication: Berlin [u.a.]
Publishing house: Springer
ISBN: 978-3-642-33289-0 , 978-3-642-33290-6
ISSN: 0302-9743 , 1611-3349
Publication language: English
Institution: School of Business Informatics and Mathematics > Information Systems V: Web-based Systems (Bizer 2012-)
Subject: 004 Computer science, internet
020 Library and information sciences
Abstract: 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

Dieser Eintrag ist Teil der Universitätsbibliographie.

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