Difference between revisions of "Readings"

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(Lecture 1: Knowledge Graphs)
 
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* [https://rdflib.readthedocs.io/ rdflib 4.2.2]
 
* [https://rdflib.readthedocs.io/ rdflib 4.2.2]
 
** Main page and Getting started with RDFLib
 
** Main page and Getting started with RDFLib
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* [[:File:S01-KG-8.pdf | Slides from the lecture]]
* [[:File:INFO216-introducction.pdf | Slides from the lecture]]
 
** [[:File:S01-Intro-WoD-Jena-7.pdf | Additional slides from the lecture]]
 
-->
 
  
 
Useful materials:
 
Useful materials:
 
* [https://rdflib.readthedocs.io/en/stable/apidocs/modules.html RDFLib API documentation]
 
* [https://rdflib.readthedocs.io/en/stable/apidocs/modules.html RDFLib API documentation]
 
* [https://github.com/RDFLib/rdflib RDFLib's GitHub page]
 
* [https://github.com/RDFLib/rdflib RDFLib's GitHub page]
 
  
 
==Lecture 2: RDF==
 
==Lecture 2: RDF==

Latest revision as of 15:51, 16 January 2020

Textbook

The textbook in INFO216 is Semantic Web for the Working Ontologist, Second Edition: Effective Modeling in RDFS and OWL by Dean Allemang and James Hendler (Jun 3, 2011). Morgan Kaufmann. The whole book is obligatory reading.


Other materials

In addition, the materials listed below for each lecture are either mandatory or suggested reading. Because we are moving from Java to Python this spring, the reading list is not final. We will add more materials to each lecture in the next few weeks.

The lectures and lectures notes are also part of the curriculum.

Make sure you download the electronic resources to your own computer in good time before the exam. This is your own responsibility. That way you are safe if a site becomes unavailable or somehow damaged the last few days before the exam.

Note: to download some of the papers, you need to be inside UiB's network. Either use a computer directly on the UiB network or connect to your UiB account through VPN.


Lectures

Below are the mandatory and suggested readings for each lecture. All the textbook chapters are mandatory. Java-based readings are also available as an alternative to the Python-based materials.


Lecture 1: Knowledge Graphs

Themes:

  • Web of Data
  • INFO216
  • RDFLib
  • The programming project

Mandatory readings:

Useful materials:

Lecture 2: RDF

Themes:

  • RDF
  • Programming RDF in Python
  • Finding datasets and vocabularies for your projects


Lecture 3: SPARQL

Themes:

  • SPARQL
  • SPARQL Update
  • Programming SPARQL and SPARQL Update in Python


Lecture 4: Application Architecture

Themes:

  • Application components
  • Triple stores
  • Visualisation


Lecture 5: RDFS

Themes:

  • RDFS
  • Axioms, rules and entailment
  • Programming RDFS in Python


Lecture 6: RDFS Plus

Themes:

  • Basic OWL concepts
  • Axioms, rules and entailments
  • Programming basic OWL in Python


Lecture 7 and 8: Vocabularies

Themes:

  • LOD vocabularies and ontologies


Lecture 9 and 10: Linked Data Resources

Themes:

  • Important Linked Open Datasets
    • DBpedia
    • LinkedGeoData
    • GeoNames
    • Wikidata
    • and others


Lecture 11 and 12: Web APIs

Themes:

  • JSON, JSON-LD
  • Semantic web services
  • Semantic workflows


Lecture 13: OWL

Themes:

  • Advanced OWL
  • Axioms, rules and entailments
  • Programming advanced OWL in Python


Lecture 14: OWL DL

Themes:

  • Description logic
  • Decision problems
  • OWL-DL
  • Programming with OWL-DL reasoners in Python


Lecture 15: Ontology Development and Evaluation

Themes:

  • Ontology Development 101 method


 

INFO216, UiB, 2017-2020, Andreas L. Opdahl (c)