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Database Middleware for Distributed Ontologies in State and Federal Family & Social Services
Project website |
Primary Investigator |
Email |
Institution |
Elmagarmid, Ahmed |
ake@cs.purdue.edu |
Purdue
University |
Abstract
The ever expanding reliance on computers has meant a
greater dependence on databases to manage critical data for
the everyday business.
For instance, government agencies
use a plethora of databases to manage and provide services
and resources under their jurisdiction. The quality and
cost-effectiveness of government services could tremendously
be improved if techniques are available to access government
and non-government databases in a seamless fashion.
The WWW
offers a unique opportunity for the development of Web-based
database techniques to seamlessly interoperate islands of
autonomous and heterogeneous databases to cater for the
needs of the people. In case of a large network of auto-
nomous and heterogeneous databases as those potentially
accessible from the Web, a meaningful organization and seg-
mentation of databases would have to be based on simple
ontologies that describe coherent slices of the information
space.
These distributed ontologies would filter interac-
tions, accelerate information searches, and allow for the
sharing of data in a tractable manner. We propose the use of
distributed ontologies of information repositories that get
established through a distributed domain ontologies. This
meta-information would represent the domain of interest of
the underlying information repositories. For example, col-
lections of databases that store information about the same
topic are grouped together. Individual databases join and
leave the formed ontologies at their own discretion. Ontol-
ogy (inter-ontology relationships) formation and mainte-
nance, would occur via a special-purpose language.
Govern-
ment welfare and social services will be used as a case
study and proof of concept of the proposed techniques.
Indeed, this type of government agencies typically consists
of dozens of autonomous departments providing services to
needy and indigent citizens. In many cases, as we learned,
the process is inefficient and costly to both the agency and
citizens.
One of the major problems facing this agency is
the use of multiple , isolated, heterogeneous, and possibly
autonomous information systems that are hard to intero-
perate. Purdue and Virginia Tech researchers have teamed up
with state and federal agencies namely, the Indiana Family
and Social Services Administration (FSSA), the Indiana
Department of Workforce Development (DWD), and the US
Department of Health and Human Services (HHS), to help them
move their database management technology to a level where
the HHS, FSSA, DWD, and citizens receiving services, would
be served effectively and efficiently.
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