Kognitive Modellierung/Cognitive Modelling (WS 2011/2012)

General Information

This course is offered as a cross-teaching module of the cognitive systems group and the general/cognitive psychology group. One part of this course is the psychology module Angewandte Kognitionspsychologie - Methoden der Kognitionspsychologie (Carbon et al., V/Ü; 2 SWS; Di, 12:00 - 14:00, MS8a/G2-01-10), the other part is offered by the cognitive systems group. The psychology part consists of a lecture with integrated demonstrations. The cognitive systems part consists of about 7 lectures and a larger practice part where we realise an experiment for some selected cognitive phenomenon.
For a general course description please read the corresponding pages from the WIAI module guide.
You find administrative information at UnivIS.
Participants should sign up for the course in the virtual campus.

Literature:

The On-Line Encyclopedia of Integer Sequences (OEIS)
Ragni, M. and Klein, A. (2011). Predicting Numbers: An AI Approach to Solving Number Series. In Edelkamp, S. and Bach, J. Proceedings of the 34th German Conference on Artificial Intelligence (KI-2011). Lecture Notes in Computer Science. Springer, Berlin. [pdf]
Burghardt, J.; Heinz, B. (1997). Implementing anti-unification modulo equational theory. GMD Report. [pdf]
MagicHaskeller
Solvability and Uniqueness of Linear-Recursive Number Sequence Tasks, Klaus Korossy [website] (here you also find a very helpful list of references)
Sak, U., & Maker, C. J. (2006). Developmental variation in children's creative mathematical thinking as a function of schooling, age and knowledge. Creativity Research Journal, 18, 279-291.
Unities in inductive reasoning. Sternberg, Robert J.; Gardner, Michael K. Journal of Experimental Psychology: General, Vol 112(1), Mar 1983
Cognitive variables in series completion. Holzman, Thomas G.; Pellegrino, James W.; Glaser, Robert Journal of Educational Psychology, Vol 75(4), Aug 1983, 603-618.

Reports:

Team 1: Robert Terbach, Michael Kleber, Ioulia Kalpakoula, Tina Kämmerer
Backpropagation [Report]
Team 2: Theresa Zeißner, Alexander Werner, Mathias Düsel
MagicHaskeller [Report] (Only reduced report available online, references to IQ-Test materials are deleted)
Team 3: Johannes Folger, Simone Schineller, Dominik Seuss
Genetic Programming [Report]
Team 4: Martina Milovec, Fco.Javier Cano Granado, Fernando Macías Gómez de Villar
Genetic Programming [Report]