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

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

Hendrik Mehlhorn, Matthias Lange, Uwe Scholz, Falk Schreiber
Copyright: © 2013 |Pages: 26
ISBN13: 9781466628274|ISBN10: 1466628278|EISBN13: 9781466628281
DOI: 10.4018/978-1-4666-2827-4.ch004
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MLA

Mehlhorn, Hendrik, et al. "Extraction and Prediction of Biomedical Database Identifier Using Neural Networks towards Data Network Construction." Cases on Open-Linked Data and Semantic Web Applications, edited by Patricia Ordóñez de Pablos, et al., IGI Global, 2013, pp. 58-83. https://doi.org/10.4018/978-1-4666-2827-4.ch004

APA

Mehlhorn, H., Lange, M., Scholz, U., & Schreiber, F. (2013). Extraction and Prediction of Biomedical Database Identifier Using Neural Networks towards Data Network Construction. In P. Ordóñez de Pablos, M. Lytras, R. Tennyson, & J. Gayo (Eds.), Cases on Open-Linked Data and Semantic Web Applications (pp. 58-83). IGI Global. https://doi.org/10.4018/978-1-4666-2827-4.ch004

Chicago

Mehlhorn, Hendrik, et al. "Extraction and Prediction of Biomedical Database Identifier Using Neural Networks towards Data Network Construction." In Cases on Open-Linked Data and Semantic Web Applications, edited by Patricia Ordóñez de Pablos, et al., 58-83. Hershey, PA: IGI Global, 2013. https://doi.org/10.4018/978-1-4666-2827-4.ch004

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Abstract

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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