Title :
Semantics-Enabled Service Discovery Framework in the SIMDAT Pharma Grid
Author :
Qu, Changtao ; Zimmermann, Falk ; Kumpf, Kai ; Kamuzinzi, Richard ; Ledent, Valerie ; Herzog, Robert
Author_Institution :
NEC Eur. Ltd., Sankt Augustin
fDate :
3/1/2008 12:00:00 AM
Abstract :
We present the design and implementation of a semantics-enabled service discovery framework in the data grids for process and product development using numerical simulation and knowledge discovery (SIMDAT) pharma grid, an industry-oriented grid environment for integrating thousands of grid-enabled biological data services and analysis services. The framework consists of three major components: the Web ontology language (OWL)-description logic (DL)-based biological domain ontology, OWL Web service ontology (OWL-S)-based service annotation, and semantic matchmaker based on the ontology reasoning. Built upon the framework, workflow technologies are extensively exploited in the SIMDAT to assist biologists in (semi)automatically performing in silico experiments. We present a typical usage scenario through the case study of a biological workflow: IXodus.
Keywords :
Web services; biology computing; data mining; grid computing; inference mechanisms; ontologies (artificial intelligence); SIMDAT pharma grid; Web ontology language; Web service ontology based service annotation; biological workflow; description logic -based biological domain ontology; grid-enabled biological data services; industry-oriented grid environment; knowledge discovery; numerical simulation; ontology reasoning; product development; semantic matchmaker; semantics-enabled service discovery; silico experiments; Grid; Ontology; Service Discovery; Workflow; ontology; service discovery; workflow; Cooperative Behavior; Database Management Systems; Drug Delivery Systems; Drug Design; Information Dissemination; Internet; Natural Language Processing; Protein Interaction Mapping; Semantics;
Journal_Title :
Information Technology in Biomedicine, IEEE Transactions on
DOI :
10.1109/TITB.2007.907987