| Title |
Making Virtual Learning Environment more intelligent: the problem of software agent's mental state recognition |
| Translation of Title |
Intelektinės virtualios mokymo(si) aplinkos: programinio agento būsenos atpažinimo problema. |
| Authors |
Baziukaitė, Dalia |
| DOI |
10.15388/LMR.2005.29210 |
| Full Text |
|
| Is Part of |
Lietuvos matematikos rinkinys : Lietuvos matematikų draugijos XLVI konferencijos mokslo darbai.. Vilnius : Matematikos ir informatikos institutas. 2005, t. 45, spec. Nr., p. 459-464.. ISSN 0132-2818. eISSN 2335-898X |
| Keywords [eng] |
agent’s state ; clustering ; conceptual clustering ; machine learning ; virtual learning environment |
| Abstract [eng] |
The article deals with problem of making Virtual Learning Environment more intelligent; also discuss the problem of software agent's mental state recognition. Intelligent decision making process, which is performed according to a learner in the Virtual Learning Environment (VLE) leads to the problem of solving several rather complex tasks. The author proposes the agent's ability to recognise its mental state could be based on the classification result to a particular learner. Classification used to be done should be based on the discovered groups in the database data and classification rules that prescribe given learner to the one of the available clusters. Conceptual clustering seems to be the suitable technique able to provide a solution for the problem raised. |
| Published |
Vilnius : Matematikos ir informatikos institutas |
| Type |
Journal article |
| Language |
English |
| Publication date |
2005 |
| CC license |
|
