Name der Veranstaltung: CSCW 2: User Modeling, Personalization and Recommender Systems SS 12 (IN2119)
Kurzbeschreibung: This lecture course will be conducted in English. Diese Vorlesung wird auf English gehalten.


 

Prof. Dr. Johann Schlichter, Dr. Wolfgang Wörndl

Computer-Supported Cooperative Work 2

User Modeling, Personalization and Recommender Systems

Information

  • This lecture course will be conducted in English.
  • Date and room: Wednesdays, 14:15 - 15:45, in room 00.13.009A
    • Except 04.07.2012 in room 0608m (Otto-Lilienthal-Hörsaal, in Department for Engineering!)
  • Prerequisites: first 2 years of the bachelor's program
  • Credits: 3 ECTS (2 SWS)
  • Module description
  • Diese Vorlesung wird komplett in englischer Sprache durchgeführt!
     
  • The exam is a written test ("Klausur") at the end of the semester.
  • Date: Wednesday, 08.08.2012, 08:00 - 09:00 in room 102 ("Interims Hörsaal 2")
  • Duration: 60 minutes
  • Lecture slides or any other material are not allowed during the exam! ("closed book")
  • Post-exam review (Klausureinsicht) is offered on Tuesday, 28.08. at 16-17h in room 01.07.023
  • Testexam

Contents (subject to change!):

  1. 18.04.2012: Introduction to User Modeling
    Slides: PDF
     
  2. 25.04.2012: User Modeling with Probabilities and User Profile Management
    Slides: PDF
  3. 02.05.2012: Web Document Modeling
    Slides: PDF

  4. 09.05.2012: Personalized Web Search
    Slides: PDF

  5. 16.05.2012: Collaborative Filtering Recommender Systems
    Slides: PDF

  6. 23.05.2012: no lecture

  7. 30.05.2012: Content-based Recommender Systems
    Slides: PDF

  8. 06.06.2012: Case-based and Hybrid Recommender Systems´
    Slides: PDF

  9. 13.06.2012: Context-aware and Group Recommender Systems
    Slides: PDF

  10. 20.06.2012: Mobile Recommenders & Explanation in Recommender Systems
    Slides: PDF

  11. 27.06.2012: Adaptive Hypermedia
    Slides: PDF

  12. 04.07.2012: Adaptive Mobile Guides (Room change: 0608m, Otto-Lilienthal-Hörsaal, in Department for Engineering!)
    Slides: PDF
  13. 11.07.2012: Decision Making and Privacy
    Slides: PDF

  14. 18.07.2012: no lecture

Literature

  • P. Brusilovsky, A. Kobsa, W. Nejdl (eds.):The Adaptive Web. Lecture Notes in Computer Science, LNCS 4321, Springer, Berlin/Heidelberg, 2007.
  • P. Kantor, F. Ricci, L. Rokach, B. Shapira (eds.): Recommender Systems Handbook. Springer, Berlin/Heidelberg, 2010.
  • The slides contain detailed literature references!

Contact: