Title :
Improving the Memorization Process by TAPN´s: A First Approach to Parameters Estimation
Author :
Pelayo, Fernando L. ; Pelayo, Maria L. ; Nieto, Elena
Author_Institution :
Dept. de Sistemas Informaticos, Univ. de Castilla-La Mancha, Albacete
Abstract :
In this paper we have developed a statistical study to approximate the value of the two most accepted parameters as main temporal factors within the consolidation process. A comparative study about the time elapsed between the first and the second rehearsals when memorising a list of irregular verbs has been researched, to reach the goal of estimating the optimum value for this parameter, as well as, the performance of sleeping time effect. The cognitive model of the memory has been formally specified and studied by timed-arc Petri nets, therefore the time parameters labelling the transitions which connect the S(hort) T(erm) M(emory) place with either the L(ong) T(erm) M(emory) or the losing places become really important. Moreover, opposite the original specification where this parameter only depends on the time between two consecutive rehearsals, the sleeping time arises as another important fact for optimizing the consolidation process. A value for this parameter is finally provided, and this allows to better determine the formal model for the memorization process and, helped with the feature of enabling, disabling and killing transitions a really good model for it is presented
Keywords :
Petri nets; behavioural sciences computing; cognition; parameter estimation; statistical analysis; cognitive model; consolidation process; formal model; memorization process; parameters estimation; statistical study; timed-arc Petri nets; Cognitive informatics; Computers; Fires; Hardware; Information processing; Information technology; Labeling; Parameter estimation; Petri nets; Solid modeling;
Conference_Titel :
Cognitive Informatics, 2006. ICCI 2006. 5th IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
1-4244-0475-4
DOI :
10.1109/COGINF.2006.365674