Informatica Logo

INFORMATICA
International Journal

Main Page
Editorial Board
Abstracting/Indexing
Instructions to Authors
Subscription Information


Contents
Author Index
Papers in Production

INFORMATICA, 2002, Vol. 13, No. 4, 485-500
© Institute of Mathematics and Informatics,

ISSN 0868-4952

Quantitative Forecasting and Assessment Models in the State Education System

Vydunas SALTENISa, Gintautas DZEMYDAb, Vytautas TIESISb

aInstitute of Mathematics and Informatics Akademijos 4, LT-2021 Vilnius, Lithuania E-mail: saltenis@ktl.mii.lt

bVilnius Pedagogical University Student\ku 39, LT-2004 Vilnius, Lithuania

bInstitute of Mathematics and Informatics Akademijos 4, LT-2021 Vilnius, Lithuania E-mail: {dzemyda, tiesis}@ktl.mii.lt

Abstract

This paper presents model-based forecasting of the Lithuanian education system in the period of 2001-2010. In order to obtain satisfactory forecasting results, development of models used for these aims should be grounded on some interactive data mining. The process of the development is usually accompanied by the formulation of some assumptions to background methods or models. The accessibility and reliability of data sources should be verified. Special data mining of data sources may verify the assumptions. Interactive data mining of the data, stored in the system of the Lithuanian teachers' database, and that of other sources representing the state of the education system and demographic changes in Lithuania was used. The models cover the estimation of data quality in the databases, analysis of the flow of teachers and pupils, clustering of schools, the model of dynamics of the pedagogical staff and pupils, and the quality analysis of teachers. The main results of forecasting and integrated analysis of the Lithuanian teachers' database with other data reflecting the state of the education system and demographic changes in Lithuania are presented.

Keywords:

modelling, data mining, neural networks, clustering, forecasting, education system

To preview Lithuanian abstract see full article text

PDFTo preview full article text in PDF format click here

Get Free ReaderYou could obtain free Acrobat Reader from Adobe


TopTop Copyright © INFORMATICA, Vilnius University Institute of Mathematics and Informatics, 2010