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Ken
Baclawski is an Associate Professor of Computer Science at
Northeastern University.
His primary research area is formal
ontologies, and he has been actively working in the area
of biomedical ontologies since 1992.
Prof. Baclawski has
been active in the development of the Semantic Web since
it was first proposed; being part of the team that developed
the DAML+OIL ontology language, later renamed the Web Ontology
Language (OWL).
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Tutorial
Tutorial on the Semantic
Web
Pre-registration required.
For registration details, see the box on our Registration
page.
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For all of its usefulness, the Web is oriented much more toward human interaction
than automated processing. While the Web gives access to information, it does
not allow one to easily integrate different data sources or to incorporate
additional analysis tools. The Semantic Web addresses these problems by annotating
Web resources and by providing reasoning and retrieval facilities from heterogeneous
sources.
This tutorial introduces the basic languages of the Semantic
Web. The objective is to cover the major Web ontology languages,
what they mean and how they are used. The emphasis will be
on pragmatic application issues. The goal is for participants
to have a understanding of the Semantic Web sufficient for
them to be able to make decisions about whether and how to
use the Semantic Web.
Goals and Objectives
The objective is to cover the Semantic Web languages (XML,
RDF, and OWL), what they mean and how they are used. The
emphasis will be on pragmatic issues. The goal is for participants
to have a understanding of the Semantic Web sufficient
for them to be able to make decisions about whether to
use it at all, and if so then how to use it.
Audience and Prerequisites
The tutorial is for a general audience, but some experience
with databases and XML will be assumed. No programming
experience is necessary.
Outline
- The Semantic Web Languages. Starting with ordinary
flat files, the tutorial introduces progressively more
complex data, including: taxonomies, general hierarchies
and relationships. The semantics of XML, RDF and the three
OWL languages will be explained and compared. The advantages
and disadvantages of the various languages will be discussed.
Summary of topics in this part:
- From flat files to hierarchies
and XML
- Rule based systems
- Resource Description Framework
- Web Ontology Language
- Semantic Web Usage. The Semantic
Web has many advantages if it ever becomes as commonplace
and ubiquitous as the Web is today. Semantic-based search
and data mining, improved interoperability of data sources
and applications, and more accurate repurposing of data
are just some of the possibilities. This part of the
tutorial will present some of the tools and services that
currently exist and are being developed.
- Search: Ontology
based information retrieval
- Repurposing: Transformation
languages and tools
- Bayesian Web: Combining logic and
probability
- Situation Awareness
- Ontology Design. Before one can
benefit from the Semantic Web it is necessary to build
high-quality ontologies. Once one has a clear understanding
of the purpose of the ontology, there are four major
activities that must be undertaken: choosing an ontology
language, obtaining a development tool, acquiring domain
knowledge, and reusing existing ontologies.
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