Knowledge Discovery from WWW Data

DS02
Semester: 1st,
ECTS Credits: 7.5

Fotios Kokkoras

(Course Coordinator)

Syllabus

  • Data types and representation on the World Wide Web
  • Structure of the World Wide Web
  • Knowledge discovery from Usage, Content, and Structure data
  • Applications of Knowledge Discovery from World Wide Web data
  • Text data analysis
  • Information retrieval and search on the Web
  • Recommender Systems

 

Recommended Bibliography

  • Liu: Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data (Data-Centric Systems and Applications), Springer, 2011.
  • Anthony Scime: Web Mining: Applications and Techniques, IGI Global, 2004
  • Soumen Chakrabarti: Mining the Web, Morgan Kaufmann, 2002
  • Isoni, Andrea. Machine Learning for the Web. Packt Publishing Ltd, 2016.