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Combining Biological Databases and Text Mining to support New Bioinformatics Applications

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TitleCombining Biological Databases and Text Mining to support New Bioinformatics Applications
Publication TypeConference Paper
Year of Publication2005
AuthorsWitte, R., and C. J. O. Baker
Refereed DesignationRefereed
Conference NameNatural Language Processing and Information Systems: 10th International Conference on Applications of Natural Language to Information Systems (NLDB 2005)
Tertiary TitleLNCS
Volume3513
Pagination310–321
Date PublishedJune 15–17
PublisherSpringer-Verlag
Conference LocationAlicante, Spain
ISBN Number978-3-540-26031-8
Abstract

A large amount of biological knowledge today is only available from full-text research papers. Since neither manual database curators nor users can keep up with the rapidly expanding volume of scientific literature, natural language processing approaches are becoming increasingly important for bioinformatic projects.

In this paper, we go beyond simply extracting information from full-text articles by describing an architecture that supports targeted access to information from biological databases using the results derived from text mining of research papers, thereby integrating information from both sources within a biological application.

The described architecture is currently being used to extract information about protein mutations from full-text research papers. Text mining results drive the retrieval of sequence information from protein databases and the employment of algorithmic sequence analysis tools, which facilitate further data access from protein structure databases. Complex mapping of NLP derived text annotations to protein structures allows the rendering, with 3D structure visualization, of information not available in databases of mutation annotations.

URLhttp://www.springerlink.com/content/xjwwggk59v9wplxb/fulltext.pdf
DOI10.1007/11428817_28
Copyright

Copyright © 2005 Springer-Verlag. This is the author's version of the work. It is posted here by permission of Springer for your personal use. Not for redistribution.

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