Title :
A grid infrastructure for mixed bioinformatics data and text mining
Author :
Ghanem, Moustafa ; Chortaras, Alexandros ; Guo, Yike ; Rowe, Anthony ; Ratcliffe, Jon
Author_Institution :
Imperial Coll. London, UK
Abstract :
Summary form only given. We present a distributed infrastructure for mixed data and text mining. Our approach is based on extending the discovery net infrastructure, a grid-computing environment for knowledge discovery, to allow end users to construct complex distributed text and data mining workflows. We describe our architecture, data model and visual programming approach and present a number of mixed data text mining examples over biological data.
Keywords :
biology computing; data mining; data models; grid computing; text analysis; visual programming; bioinformatics data mining; bioinformatics text mining; biological data; data model; discovery net infrastructure; distributed data mining workflow; distributed infrastructure; distributed text workflow; grid infrastructure; grid-computing environment; knowledge discovery; mixed data text mining; visual programming; Bioinformatics; Data mining; Diseases; Educational institutions; Gene expression; Information analysis; Pipelines; Proteins; Protocols; Text mining;
Conference_Titel :
Computer Systems and Applications, 2005. The 3rd ACS/IEEE International Conference on
Print_ISBN :
0-7803-8735-X
DOI :
10.1109/AICCSA.2005.1387038
