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Grading:
- Project 30%
- Typically 3 member group.
- Select one from list we supply or create your
own
- Timeline
- Form groups and select general topic: first 4
weeks
- Formal Proposal first month and a half
- Agreed-upon concrete set of deliverables
Midpoint
- Report and demo last week of class
- Midterm 25%
- Will be based on a fixed set of papers chosen
from the reading list
- Questions will be directly from these papers or
from direct pertinent references in these papers
- Homework and Quizes 20%
- 2 Reviews of seminal and fundamental papers to
be presented in class
- Guidelines for how to do a review is to be
handed out before first review is assigned
- Reviews will be discussed in class with each
person requiring to come prepared to class and contribute to the
discussion.
- Small programming / tool demo projects
- For example, create an ontology in protιgι and
export it to OWL or RDFS.
- Presentations 15%
- 1 presentation about a topic from a general
topic/paper list which will be provided on the course page worth 10%
- 1 presentation relating to the topic on which
your project is based (literature survey) since there will be a
substantial amount of literature survey papers for this should be
relatively easy to find. worth 5%
- Attendance and Participation 10%
- 1 mark will be subtracted for each absence not related to
emergency or significant health reason
- 0.5 marks will be deducted for each time you come to class after
10 minutes)
Lecture plan:
- First phase is the big picture covering
- Semantic Web Roadmap Berners-Lee
- The Semantic Web Scientific American paper
Hendler et.al.
- Changing Focus on Interoperability in
Information Systems: From System, Syntax, Structure to Semantics Amit
P. Sheth
- What is in a link? Bill Wood
- As we may think, Vanovar Bush
- sigsemis.org bulletin interviews
- Second Phase covers
- Metadata: Syntax, Structure, Semantics
- Ontology tutorials
- KR alternatives and history
- Taxonomy
- Alan L. Rector, Chris Wroe, Jeremy Rogers and Angus Roberts.
Untangling Taxonomies and Relationships: Personal and Practical
Problems in Loosely Coupled Development of Large Ontologies. (PDF)
- Ontology Management Methodologies for Ontology Engineering
- Representation Languages survey RDF, OWL etc.
- OWL (Ian Horrocks, Peter F. Patel-Schneider
and Frank van Harmelen. From SHIQ and RDF to OWL: The making of a
web ontology language. (PDF))
- Semi-structured data: storage, querying
- Bootstrapping the Semantic Web
- Ontology population
- Annotation
- Methods for ontology generation
- Third phase will cover
techniques/applications
- Roles of following existing techniques/fields in
the Semantic Web by describing applications that draw upon these
techniques:
- Information Retrieval
- Data Mining
- Text Mining
- Graph Mining
- NLP
- Machine Learning
- Semi-structured databases
- Complex querying
- Indexing
- Main-memory models
- Link analysis and social network analysis
- Web graph models
- Semantic Blogging
- Semantic Portals
- Architectures of Semantic Web products
- Network Inference
- Semagix Freedom
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