Creating Semantic Web Contents with Protégé-2000
IEEE Intelligent Systems
A Formally Founded Description Technique for Business Processes
PDSE '98 Proceedings of the International Symposium on Software Engineering for Parallel and Distributed Systems
Tree-Maps: a space-filling approach to the visualization of hierarchical information structures
VIS '91 Proceedings of the 2nd conference on Visualization '91
Kepler: An Extensible System for Design and Execution of Scientific Workflows
SSDBM '04 Proceedings of the 16th International Conference on Scientific and Statistical Database Management
BIBE '05 Proceedings of the Fifth IEEE Symposium on Bioinformatics and Bioengineering
Compiling abstract scientific workflows into web service workflows
SSDBM '03 Proceedings of the 15th International Conference on Scientific and Statistical Database Management
Scientific workflow management and the Kepler system: Research Articles
Concurrency and Computation: Practice & Experience - Workflow in Grid Systems
The development of an ontology-based expert system for corporate financial rating
Expert Systems with Applications: An International Journal
Experiment Line: Software Reuse in Scientific Workflows
SSDBM 2009 Proceedings of the 21st International Conference on Scientific and Statistical Database Management
BPM'07 Proceedings of the 2007 international conference on Business process management
A Knowledge-based Customization System for Supply Chain Integration
Expert Systems with Applications: An International Journal
A recommendation system based on domain ontology and SWRL for anti-diabetic drugs selection
Expert Systems with Applications: An International Journal
An Intelligent System for Building Bioinformatics Workflows
CISIS '12 Proceedings of the 2012 Sixth International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS)
Hi-index | 12.05 |
Specific expert systems are used for supporting, speeding-up and adding precision to in silico experimentation in many domains. In particular, many experimentalists exhibit a growing interest in workflow management systems for making a pipeline of experiments. Unfortunately, these type of systems does not integrate a systematic approach or a support component for the workflow composition/reuse. For this reason, in this paper we propose a knowledge-based hybrid architecture for designing expert systems that are able to support experiment management. This architecture defines a reference cognitive space and a proper ontology that describe the state of a problem by means of three different perspectives at the same time: procedural, declarative and workflow-oriented. In addition, we introduce an instance of our architecture, in order to demonstrate the features of the proposed work. In particular, we model a bioinformatics case study, according to the proposed hybrid architecture guidelines, in order to explain how to design and integrate required knowledge into an interactive system for composition and running of scientific workflows.