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Number of Unites: 4
Schedule: Three hours
of lecture and one hour of discussion per week.
Prerequisites:
Programming skill, and familarity with Web concepts such as
HTTP,Web services, html.
Catalog Description :
The
Semantic Web is not a well established field yet. It is a new ongoing
international initiative. The concepts, the ideas and the tools are
still in the forming state. Computer Scientists from industry and
academia are exploring the possibility of creating a "Semantic Web," in
which meaning is made explicit, allowing machines to process and
integrate Web resources intelligently. In this course, we will study
the world of the next generation Web. Topics will include World Wide
Web Consortium (W3C) standards such as the Extensible Markup Language
(XML) and the Resource Description Framework (RDF), as well as
Description Logic and Ontologies.
Expanded Description:
The
lectures will cover the following topics:
- Basics of XML
- RDF
- Description
Logics
- Ontology Web Language
(OWL)
- Ontology Design
Course Objectives
& Role in the Program:
This
is a special topics graduate course with a strong emphasis on research.
It will consist of lectures given by the instructor as well as
presentations by students about their project and assignments.
Learning Outcomes:
Upon successful
completion of this course student will:
- be able to do
research in semantic Web,
- be familiar with
terminology used in this topical area,
- have read and
analyzed important historical and current trends addressing Semantic
Web.
Method of Evaluation
Project
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35%
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Midterm
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30% |
Term Paper
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25% |
Homework
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10% |
Homework will consist of
both written
assignments and programming assignments. Each student has to submit a
written critiques of research papers. The exam will be held in class at
some point near the middle of the semester. There will be two
mini-projects involving developing an application of the Semantic Web.
Class participation includes class attendance and active participation
in the discussion of readings.
Required Books:
Course Text:
- Foundations
of the Semantic Web, R. Akerkar (Narosa Publishing House, New
Delhi and Alpha Science Intern., London)
General Online Resources:
- Tim Berners-Lee, James Hendler and Ora Lassila, The
Semantic Web:
A new form of Web content that is meaningful to computers will unleash
a revolution of new possibilities, Scientific American, May, 2001
- XML online tutorials: XML Revolution:
Technologies for the Web
- Frank Manola, Eric Miller, RDF Primer, January 23,
2003
- RDF
Tutorial - Part 1: Basic Syntax and Containers
- Tutorial
for RDF and RDFS
- Dave
Beckett's guide contains links to many RDF resources
including examples, documents, software, tools and projects that use it.
- XML Watch: Finding
Friends with XML and RDF: The Friend-of-a-Friend vocabulary can
make it easier to manage online communities, Edd Dumbill, June 1, 2002.
- R. Davis, .H. Shrobe, and P. Szolovits, What
is a Knowledge Representation? AI Magazine, 14(1):17-33, 1993
- W. Pidcock, What
are the differences between a vocabulary, a taxonomy, a thesaurus, an
ontology, and a metamodel?
- N. Noy and D. McGuinness, Ontology
Development 101: A guide to Creating Your First Ontology, Stanford
University.
- O. Lassila and D. McGuiness., The
Role of Frame-Based Representation on the Semantic Web, Linkoping
Electronic Articles in Computer and Information Science, vol.6, no. 5,
2001.
- T. Berners-Lee, D. Connolly, and S. Hawke, Semantic
Web Tutorial Using N3, WWW2003 Conference May 2003
- D. L. McGuinness, Inference on the Web
- Sean B. Palmer, The Semantic Web: An Introduction(SWAG)
- J. F. Sowa, Ontology, Agents,
Knowledge Representation
- T. Berners-Lee, World
Wide Web Services: keynote-audio, "Are we done yet? presentation on Semantic Web
and Web Services
- T. Berners-Lee, with M.
Fischetti, Weaving the Web:
The Original Design and Ultimate Destiny of the World Wide Web by Its
Inventor, Harper, San Francisco, 1999.
- W3C: Presentation at
November 2001 meeting, Semantic Web Activity: Advanced Development, Dan Brickley's Notes
- OntoWeb: Ontology-based
information exchange for knowledge management and electronic
commerce
- DARPA Agent Markup
Language Homepage
- The Semantic Web Community Portal
- Metadata Resources
- Conceptual Graphs and the Semantic Web
©
2008 -10
Technomathematics Research Foundation
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Additional Study material:
OWL Tutorial
OWL
Guide from W3C
Intro. to Semantic Web Vision & Technologies:
Semantic Web Resources
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