About: Grid Services Complemented by Domain Ontology Supporting Biomedical Community

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An Entity of Type : schema:ScholarlyArticle, within Data Space : wasabi.inria.fr associated with source document(s)

Attributes	Values
type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
has title	Grid Services Complemented by Domain Ontology Supporting Biomedical Community
Creator	Chang, Elizabeth Hadzic, Maja
Source	PMC
abstract	This paper describes the increasing role of ontologies in the context of Grid computing for obtaining, comparing and analyzing distributed heterogeneous scientific data. In the communities of people committed to a common goal, the management of resources and services becomes very important. We chose the application domain of human disease research and control. A characteristic of the domain is that trusted databases exist but their schemas are often poorly or not documented. The network of biomedical databases forms a loose federation of autonomous, distributed, heterogeneous data repositories ripe for information integration. Grid services will provide a dynamic way to use resources in such a large distributed scientific environment while the use of ontology enables the system to carryout reasoning at 3 levels: a) available information in all Bio-Databases (Grid nodes) worldwide, b) reasoning about the retrievable information from each node, c) reasoning about the retrieved information and presenting it in a meaningful format for users. We adopted the ontology design methodology of DOGMA and developed Generic Human Disease Ontology (GenDO) that contains common general information regarding human diseases. The information is represented in 4 “dimensions”: (a) disease types, (b) causes (c) symptoms and (d) treatments. We illustrate how this GenDO helps to produce Specific Human Disease Ontologies (SpeDO) on request. We show how the combination of two different but complementary techniques, namely Grid computing and ontology, results in a dynamic and intelligent information system. The two approaches together, being complementary, enable the system as a whole.
has issue date	2005-01-01(xsd:dateTime)
bibo:doi	10.1007/11423287_8
has license	no-cc
sha1sum (hex)	6f639215a40138970f8fd6c2d19cbe9baad7da90
schema:url	https://doi.org/10.1007/11423287_8
resource representing a document's title	Grid Services Complemented by Domain Ontology Supporting Biomedical Community
has PubMed Central identifier	PMC7121162
schema:publication	Scientific Applications of Grid Computing
resource representing a document's body	covid:6f639215a40138970f8fd6c2d19cbe9baad7da90#body_text
is schema:about of	named entity 'Grid computing' named entity 'services' named entity 'heterogeneous' named entity 'This' named entity 'retrieved' named entity 'carryout' named entity 'Grid' named entity 'human' named entity 'control' named entity 'general' named entity 'Disease' named entity 'format' named entity 'helps' named entity 'presenting' named entity 'common' named entity 'users' named entity 'combination' named entity 'databases' named entity 'node' named entity 'paper' named entity 'reasoning' named entity 'Human' named entity 'context' named entity 'federation' named entity 'dimensions' named entity 'enable' named entity 'Human Disease Ontology' named entity 'Ontologies' named entity 'Grid services' named entity 'GenDO' named entity 'ontologies' named entity 'GenDO' named entity 'Grid' named entity 'Grid Services' named entity 'Biomedical Informatics Research Network' named entity 'scientific research' named entity 'DOGMA' named entity 'phenotype' named entity 'finite set' named entity 'formal specification' named entity 'DNA sequence' named entity 'GenDO' named entity 'Ontology' named entity 'functional analysis' named entity 'phenotype' named entity 'workflow' named entity 'medical researchers' named entity 'ontology' named entity 'Semantic Web' named entity 'distributed computing' named entity 'SpeDOs' named entity 'phenotype' named entity 'ontologies' named entity 'ontology' named entity 'biomedical researcher' named entity 'ontologies' named entity 'Grid computing' named entity 'psychotherapy' named entity 'genotype' named entity 'Human Disease Ontology' named entity 'Graves' disease' named entity 'domain ontology' named entity 'Web' named entity 'GenDO' named entity 'observable characteristics' named entity 'Human Disease' named entity 'phenotype' named entity 'ontology' named entity 'multi-disciplinary' named entity 'medical professionals' named entity 'domain knowledge' named entity 'protein' named entity 'database' named entity 'gene' named entity 'information integration' named entity 'ontology' named entity 'ontologies' named entity 'middleware' named entity 'open architecture' named entity 'middleware' named entity 'computing' named entity 'DNA sequence'

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