Ontology Modelling
Knowledge Graphs (semantic descriptions of entities and their relationships) are heavily used in knowledge enabled applications across several domains such as life science, geoscience, healthcare, Internet of Things, smart cities etc. Commercial enterprises such as Google, Microsoft, Amazon, LinkedIn, IBM, GE, Siemens, Accenture, etc., use knowledge graphs in several of their applications. Ontologies encode knowledge of a domain in a machine processable form and act as the schema for the data in the knowledge graphs. In this course, we will learn how to design ontologies to capture domain knowledge and use them to power intelligent applications.
Class Hours and Location
- Wednesday, 8:30am to 10:00am
- Friday, 6:00pm to 7:30pm
- C03, Old Academic Building
- Office hours: Friday, 3:00pm to 4:00pm or send an email for appointment
- Backpack URL: https://www.usebackpack.com/iiitd/m2018/cse5om
Slides
- Course Overview
- Introduction to Ontologies
- Introduction to OWL
- Designing and Building an Ontology
- Course Project
- Introduction to OWL API
- Ontology Reasoning
- Ontology Design Patterns
- Ontology Quality Assessment
- Research Problems in Ontology Modelling and Reasoning