Title :
Change Sequence Mining in Context-Aware Scientific Workflow
Author :
Wang, Yi ; Cao, Jian ; Li, Minglu
Author_Institution :
Dept. of Comput. Sci. & Eng., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
Grid computing technology makes it possibly to use scientific workflow to be shared and reused among different users. However, a scientific workflow model usually needs to be tailored during reuse because of different problem contexts met by different users. These change logs provide additional information to help users customize scientific workflow. In this paper, we present a change sequence mining approach to automatically induce customized workflow based on different scientific experiment contexts. A docking case for drug design is described to validate the approach.
Keywords :
data mining; grid computing; scientific information systems; ubiquitous computing; workflow management software; change sequence mining; context-aware scientific workflow; customized workflow; drug design; grid computing technology; Application software; Collaborative work; Computer science; Context modeling; Distributed processing; Drugs; Filters; Knowledge engineering; Prototypes; Workflow management software; Context; Scientific Workflow; Workflow Change;
Conference_Titel :
Parallel and Distributed Processing with Applications, 2009 IEEE International Symposium on
Conference_Location :
Chengdu
Print_ISBN :
978-0-7695-3747-4
DOI :
10.1109/ISPA.2009.26