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Fakult?t Wirtschaftsinformatik und Angewandte Informatik

Lehrstuhl für Kognitive Systeme

  1.  Otto-Friedrich-Universit?t Bamberg
  2. Fakult?ten
  3. Wirtschaftsinformatik und Angewandte Informatik
  4. Professuren und Lehrstühle
  5. Angewandte Informatik
  6. Lehrstuhl für Kognitive Systeme
  7. Studium
  8. Lehrveranstaltungen
  9. Archiv
  10. SS11
  11. Reading Club Kognitive Systeme

Reading Club Kognitive Systeme (SS 11)

General Information

  • For a general course description please read the corresponding pages from from the WIAI module guide.
  • You find administrative information  at UnivIS.
  • Participants should sign up for the course in the virtual campus.
  • This course addresses master students and doctoral students.

Topic: Emotion Mining in Images and Text

Emotion mining is a current hot topic with applications in market research, psychology and political sciences. In the seminar course we will review research papers addressing the state-of-the art machine learning techniques for identification of emotions and images and text.

Some references:

Pang, B. & Lee, L. (2008). Opinion mining and sentiment analysis. Foundations and Trends in Information Retrieval, 2, 1-2, pp. 1-135.

Ashok Samala and Prasana A. Iyengara (1992). Automatic recognition and analysis of human faces and facial expressions: a survey. Pattern Recognition, 25, 1, 65-77.

Fasel, B. & Luettin, J. (2003). Automatic facial expression analysis: A survey. Pattern Recognition, 36, 259-257.

Reading Club Topics:

(prepared by Peter Grossmann and Robert Pollack, additional attendand: Jens Marshall)

  • Opinion Mining and Sentiment Analysis (Pang & Li)
  • Sentiment Analysis and Subjectivity
  • Automatic facial expression analysis (Fasel & Luettin)
  • Facial Affect Recognition in Human-Computer and Human-Robot Interaction
  • Modeling Communication with Robots and Virtual Humans
  • Multimodal Affect Recognition in Learning Environments

Block Seminar:

  • Tobias Scholz: Facial Expression Analysis for Lie Detection
  • Tobias Goldbach: Opinion Spam Detection
  • Andreas B?hnke: Opinion Mining for Consumer Research
  • Umut Yilmaz: Opinion Mining in Politics

 

Previous Topics

  • SS 2010: Aspects of Cognitive Robotics [Archiv Page] 
  • SS 2009: Reading Club Decision Support Systems [Archiv Page] 
  • WS 08/09: Algebraic Foundations of Functional Programming (together with Theoretical Computer Science) [Archiv Page]  
  • SS 2008: Similarity (together with Statistics) [Archiv Page]
  • SS 2007: Automated Theorem Proving with Isabelle (together with Theoretical Computer Science) [Archiv Page]
  • SS 2006: Support Vector Machines [Archiv Page]