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Extraction and Prediction of Biomedical Database Identifier Using Neural Networks towards Data Network Construction

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2013

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Mehlhorn, Hendrik
Lange, Matthias
Scholz, Uwe

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ORDÓÑEZ DE PABLOS, Patricia, ed., Miltiadis D. LYTRAS, ed., Robert D. TENNYSON, ed., José Emilio Labra GAYO, ed.. Cases on Open-Linked Data and Semantic Web Applications. Hershey: IGI Global, 2013, pp. 58-83. ISBN 978-1-4666-2828-1. Available under: doi: 10.4018/978-1-4666-2827-4.ch004

Zusammenfassung

In this work, we investigate to what extent an automated construction of an integrated data network is possible. We propose a method that predicts and extracts cross-references from multiple life science databases and possible referenced data targets. We study the retrieval quality of our method and report on first, promising results.

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ISO 690MEHLHORN, Hendrik, Matthias LANGE, Uwe SCHOLZ, Falk SCHREIBER, 2013. Extraction and Prediction of Biomedical Database Identifier Using Neural Networks towards Data Network Construction. In: ORDÓÑEZ DE PABLOS, Patricia, ed., Miltiadis D. LYTRAS, ed., Robert D. TENNYSON, ed., José Emilio Labra GAYO, ed.. Cases on Open-Linked Data and Semantic Web Applications. Hershey: IGI Global, 2013, pp. 58-83. ISBN 978-1-4666-2828-1. Available under: doi: 10.4018/978-1-4666-2827-4.ch004
BibTex
@incollection{Mehlhorn2013Extra-38542,
  year={2013},
  doi={10.4018/978-1-4666-2827-4.ch004},
  title={Extraction and Prediction of Biomedical Database Identifier Using Neural Networks towards Data Network Construction},
  isbn={978-1-4666-2828-1},
  publisher={IGI Global},
  address={Hershey},
  booktitle={Cases on Open-Linked Data and Semantic Web Applications},
  pages={58--83},
  editor={Ordóñez de Pablos, Patricia and Lytras, Miltiadis D. and Tennyson, Robert D. and Gayo, José Emilio Labra},
  author={Mehlhorn, Hendrik and Lange, Matthias and Scholz, Uwe and Schreiber, Falk}
}
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