Title :
Semantics based operators for integrating heterogeneous biological data sources
Author :
Ram, Sudha ; Wei, Wei
Author_Institution :
Dept. of Manage. Inf. Syst., Arizona Univ., Tucson, AZ, USA
Abstract :
Advances in analytical techniques have drastically increased the amount of biological data available, which in turn has increased the difficulty and complexity of biological knowledge discovery. It is important to have mechanisms to take fall advantage of the data not only for doing simple searches, but also for answering ad hoc and complex questions at the user´s will by virtually connecting the heterogeneous data sources. In this paper, we propose and formally define new operators that can be used for sequence comparison and alignment. Furthermore, cross-database operators can be developed based on work presented in this paper to dynamically link different types of databases. We believe this liberates biological researchers from unproductive labor and allow them to focus on pattern seeking and interpretation of results.
Keywords :
biology computing; data mining; distributed databases; pattern recognition; scientific information systems; biological knowledge discovery; cross-database operators; heterogeneous biological data source; pattern seeking; semantics based operators; sequence alignment; sequence comparison; Bioinformatics; Data analysis; Databases; Educational institutions; Genomics; Information analysis; Knowledge management; Management information systems; Proteins; Sequences;
Conference_Titel :
Systems Engineering, 2005. ICSEng 2005. 18th International Conference on
Print_ISBN :
0-7695-2359-5
DOI :
10.1109/ICSENG.2005.74