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Zh. Nurbekova
1
, A. Pina
2
, N. Tokzhigitova
3
1
professor, L. N. Gumilyov Eurasian National University, Astana, 010000, 
Republic of Kazakhstan;
2
PhD, professor, Public University of Navarra, Pamplona, Spain
3
doctoral student, L. N. Gumilyov Eurasian National University, Astana, 
010000, Republic of Kazakhstan
e-mail: 
3
Nurgul287@mail.ru
METHODOLOGY OF MULTI-CRITERIAL EVALUATION
OF STUDENTS’ ACHIEVEMENTS
The research aim is to determine the criteria of quality programming 
via detection of teaching principles and control, appropriate to the multi-
criteria evaluation of teaching results. 
The research methodology is based on the results of implementation 
of steadiness principles, objectiveness, personality and comprehensiveness, 
project-making and resource in the process of studying materials preparations 
and defining methods of visual programming teaching; on the experience 
of arrangement of assessment of students’ learning achievement on visual 
programming made on the basis of principles of awareness and unity of forming 
and constant assessment, making criteria, descriptiveness. 
We have formed the following criteria for quality visual programming 
teaching:
1) Base knowledge formation keeping consistency in the monotonous 
ties with new knowledge;
2) Simplicity of teaching and control materials 
3) Teaching visualization through creating the educational resources 
by students themselves; 
4) Ability creation for quick adaptation to the alteration of the subject 
field;
5) Stability of teaching results for the whole life. 
Practical implications of the key results in teaching can be adequately 
evaluated with the help of multi-criteria assessment which let consider the 
changing occurred in students themselves. Educational process is arranged 
in the form of project research. These projects are taken from the real life 
and should solve actual problems; we have also modeled the conditions to 
solve potential professional tasks with the help of realization of any personal 


260
261
Вестник ПГУ, ISSN 1811-1831 
Серия Педагогическая № 1. 2018
ПМУ Хабаршысы, ISSN 1811-1831 Педагогикалық сериясы № 1. 2018
or team project. At every stage of control and assessment students show their 
studying results through the projects students worked-out. In addition, these 
projects must differ with originality and novelty. 
The authors confirm the originality of the gained results. An approach 
to use the method of multi-criteria control of students’ achievements on visual 
programming was formulated at first in the control period. 
Keywords: visual programming learning achievements, the criterion of 
quality education, multi-criterial assessment principles, principles of learning 
and control processes.
INTRODUCTION
We can get a qualified education in case if a student obtains a particular volume 
and level of knowledge and has skills of implementation of this knowledge on practice, 
for self-searching and analysis of information and the skills of making responsible 
decision himself. Training IT-specialists is rather actual as while a student is studying at 
University IT-industry is changing as well transferring into a new stage, when languages 
are altering, the programming environment and technological process programming 
are up-to-dated. The significant aspect of programming teaching, especially virtual 
programming is being a system intellectual activity programming influences 
development of cognitive abilities of students. Maturity of key results in teaching can 
be adequate evaluated with the help of an effective and productive methodology which 
lets consider alterations happening to students by means of multi-criteria evaluation. 
MAIN PART
As we know, «Multi-criteria evaluation of students’ learning achievements is 
process based on the comparison of students’ learning achievements with the criteria 
which must be clearly defined, made in teams familiar to each participant of the process. 
These criteria must be consistent with the objectives and content if education and 
contribute the formation of key and special competences of students within a particular 
educational program» [1]. 
In order to apply multi-criteria evaluation of studying achievements effectively it 
is necessary to conduct research in the subject field of each discipline [2]: 
1) structure the teaching material on the basis of competence model for training 
specialists;
2) define methods and means of control and evaluation of students’ learning 
achievements;
3) compare criteria of mastering in each studying material in the limit of evaluation 
forms;
4) reckon in an weight part of criteria for mastering students’ achievements in 
every control method (by defining the function of utility on each criterion);
5) check some conditions to determine the type of common utility function;
6) construct dependence between the alternative assessment on the criteria and 
common alternative quality (multi-criteria function of utility);
7) value all available alternatives and choose the best. 
In the terms of Kazakhstan higher education, the process of evaluation is divided 
into:
– current control (during theoretical and practical teaching);
– rating control; (at the completion of a particular part of the course); 
– overall control (at in the completion of the whole course) and an overall attestation 
(at the graduation of University) [3]. 
We offer the implementation of the experience of multi-criteria evaluation in the 
teaching process including the process of control and assessment of students’ leaning 
achievements. 


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