Semantic Web detailed syllabus for Information Technology (IT) for 2019 regulation curriculum has been taken from the Anna Universities official website and presented for the IT students. For course code, course name, number of credits for a course and other scheme related information, do visit full semester subjects post given below.
For Information Technology 6th Sem scheme and its subjects, do visit IT 6th Sem 2019 regulation scheme. For Professional Elective-II scheme and its subjects refer to IT Professional Elective-II syllabus scheme. The detailed syllabus of semantic web is as follows.
Course Objective:
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Unit I
the Quest for Semantics
Building Models – Calculating with Knowledge – Exchanging Information – Semantic Web Technologies – Layers – Architecture – Components – Types – Ontological Commitments -Ontological Categories – Philosophical Background – Sample Knowledge Representation Ontologies – Top Level Ontologies – Linguistic Ontologies – Domain Ontologies – Semantic Web – Need – Foundation.
Suggested Activities:
- Flipped classroom on semantic web background and tutorial activity.
- Brainstorming session – Various knowledge representation formats.
- Practical – Design of simple ontology on their domain of interest using tools like Protege.
- Practical – Installing EasyRdf in the system and including this in PHP (EasyRdf is a PHP library, which can be used to consume and produce RDF).
Suggested Evaluation Methods:
- Tutorials on semantic web basics.
- Quizzes on knowledge representation formats
- Demonstration of simple implemented ontology.
Unit II
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Unit III
Ontology Learning for Semantic Web
Taxonomy for Ontology Learning – Layered Approach – Phases of Ontology Learning -Importing and Processing Ontologies and Documents – Ontology Learning Algorithms -Methods for Evaluating Ontologies.
Suggested Activities:
- Flipped classroom on natural language processing techniques like statistical text analysis, term extraction, word sense disambiguation, concept extraction and tutorial activity.
- Practical – Term extraction and term disambiguation from corpus using Alchemy like API.
- Extended Reading from the site – https://nlp.stanford.edu/fsnlp/.
Suggested Evaluation Methods:
- Tutorials on language processing techniques.
- Demonstration on term extraction and term disambiguation.
Unit IV
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Unit V
Applications
Web Services – Semantic Web Services – Case Study for Specific Domain – Security Issues – Web Data Exchange and Syndication – Semantic Wikis – Semantic Portals – Semantic Metadata in Data Formats – Semantic Web in Life Sciences – Ontologies for Standardizations – Rule Interchange Format.
Suggested Activities:
- Flipped classroom on other applications of semantic web.
- Practical – Simple application like chat bot, semantic search engine creation using topic map data models extracted from Ontopia/Mappa.
- Practical – Creating intelligent expert systems using semantic Wikis like SMW+.
Suggested Evaluation Methods:
- Quizzes on semantic web applications
- Demonstration of applications created using tools.
Course Outcome:
For the complete syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier..
Text Books:
- Pascal Hitzler, Markus Krotzsch, Sebastian Rudolph, “Foundations of Semantic Web Technologies”, Chapman and Hall/CRC, 2009.
- Asuncion Gomez-Perez, Oscar Corcho, Mariano Fernandez-Lopez “Ontological Engineering: with Examples from the Areas of Knowledge Management, ECommerce and the Semantic Web”, Springer, 2004.
References:
- Grigoris Antoniou, Frank van Harmelen, “A Semantic Web Primer (Cooperative Information Systems)”, The MIT Press, 2004.
- Alexander Maedche, “Ontology Learning for the Semantic Web”, Springer, 2002.
- John Davies, Dieter Fensel, Frank Van Harmelen, “Towards the Semantic Web: Ontology -Driven Knowledge Management”, John Wiley, 2003.
- John Davies, Rudi Studer, Paul Warren, “Semantic Web Technologies: Trends and Research in Ontology-based Systems”, Wiley, 2006.
For detailed syllabus of all the other subjects of Information Technology 6th Sem, visit IT 6th Sem subject syllabuses for 2019 regulation.
For all Information Technology results, visit Anna University IT all semester results direct link.