کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
10321228 | 659293 | 2005 | 23 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Bio2X: a rule-based approach for semi-automatic transformation of semi-structured biological data to XML
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
هوش مصنوعی
پیش نمایش صفحه اول مقاله
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چکیده انگلیسی
Data integration of geographically dispersed, heterogeneous, complex biological databases is a key research area. One of the key features of a successful data integration system is to have a simple self-describing data exchange format. However, many of the biological databases provide data in flat files which are poor data exchange formats. Fortunately, XML can be viewed as a powerful data model and better data exchange format. In this paper, we present the Bio2X system that transforms flat file data into highly hierarchical XML data using rule-based machine learning technique. Bio2X has been fully implemented using Java. Our experiments to transform real world biological data demonstrate the effectiveness of the Bio2X approach.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Data & Knowledge Engineering - Volume 52, Issue 2, February 2005, Pages 249-271
Journal: Data & Knowledge Engineering - Volume 52, Issue 2, February 2005, Pages 249-271
نویسندگان
Song Yang, Sourav S. Bhowmick, Sanjay Madria,