Seminar: Cognitive Modeling

Cognitive modeling is a central discipline at the intersection of cognitive science, psychology and computer science. This discipline uses formal, mathematical and computer models to investigate fundamental principles of cognitive processes and behavior. By comparing data generated by these models with empirical data, the adequacy of the models' theoretical underpinnings can be tested. Furthermore, model-specific parameters can be used to provide a differentiated description of cognitive processes and help to better understand effects attributed to situational factors and individual differences. The seminar encompasses a range of methods used in cognitive modelling, cognitive architectures and the modeling of different cognitive sub-systems (memory, attention, emotion, attitude, decision making, logical thinking). Furthermore, the use of these methods in different application areas will be discussed.

Participation and Requirements

The participants are expected to participate regularly. Each participant will prepare a talk on a (sub-)topic of cognitive modeling based on relevant literature (usually a scientific article) and present it in class. Furthermore, every participants needs to submit a short term paper (a summary in scientific writing) by the end of the term on the selected topic.

Place and Time

The seminar takes place weekly on Thursdays 4.15 - 5.45pm in seminar room 123 in O27.

The seminar is held in English.

Literature

General literature on the topic:

  • Sun, Ron (2008). The Cambridge Handbook of Computational Psychology. Cambridge University Press. [Verlagswebseite] [Im Online-Katalog des KIZ]
  • Busemeyer, Jerome R. & Diederich, Adele (2010). Cognitive modeling. Sage.
  • Lewandowsky, Stephan & Farrell, Simon (2011). Computational modeling in cognition : Principles and practice. Sage. Im Online-Katalog des KIZ

The author's copy of Sun (2008) [Publisher] can be read on the Homepage of Prof. Ron Sun: Introduction (Please note: this is an external link).