Plenary
Lecture
Artificial intelligence in Supervised learning
Professor Danimir Mandic
Informatics and Didactic
University of Belgrade
SERBIA
E-mail:
danimir.mandic@uf.bg.ac.rs
Abstract: Supervised learning is based on principles
of programmed learning powered by artificial
intelligence.. Supervised learning is created to define
precisely learning content, to fix activities which
will enable success, pruvide conditions and means for
that, create favourable psychological climate for
acquiring knowledge, its control and development of
human capabilities. On the other hand, supervised
learning results from teacher's need to know how much
and how pupils learns, what are their difficulties and
how it is possible, to eliminate them. New educational
technology, powered by artifitiel inteligence, has
influence on introducing important changes in
organization of educational institutions, contents and
methods of teaching activity as well as in relations in
institutions that are conducting teaching and
education. Here we shall talk about supervised learning
and intelligent software in order to indicate their
place and role in modern teaching. Conditions are made
for raising maximum success with minimum efforts and
there are instruments and possibilities for adequate
evaluaation of young people work. It is also achieved
therewith that learning becomes entertaining to a
certain degree and it engages pupils attention more
strongly. The fact that programmed teaching takes care
about intelligence, knowledge, level of reading skill of
pupils, results of diagnostic tests and teacher grade,
also contributes to its quality. In supervised teaching
information is usually given, a problem stated that
pupil should solve, after that pupil gives his solution,
does the operation (in case it is not automatically
solved) to see the solution given by programmer, does
comparison, eventual corrections and completions, gets a
grade and instructions for further work. Thus dynamized
learning is suitable to psychological characteristics of
child and for that reason he is tireless in work in his
first contacts with supervised teaching. Supervised
learning is sometimes called autoinstruction, automatic
instruction or selfinstruction because function of
teacher in giving information is reduced to minimum or,
in some cases, it is not evident at all. It is the
reason why „pedagogical fashionable persons“ give brave
statement that modern computers will replace teacher.
However, researches have shown that “learning machines”
are only one (truly very improved) teaching aid, but
they do not replace teacher but influence gradual change
of his function, to create new possibilities for
learning and advancement of teaching. Therefore, it is a
false dilemma „machines or man“, and real solution is
„intelligent machines in hands of man“.
Brief Biography of the Speaker:
Danimir Mandic graduated at the Faculty of Mechanical
engineering in Sarajevo, in the area of Information
systems. Masters degree got at the University of
Belgrade in the area of Information systems in traffic
engineering. At the Faculty of technical sciences in
Novi Sad he got a DSc in the area of Information systems
in traffic engineering, and he got PhD at the University
of East Sarajevo in the area of Educational technology.
He was a postgraduate student at the Michigan State
University at the department of Computer Sciences.
He is a full professor of Informatics and educational
technology at the University of Belgrade in Serbia (from
2002) and a chief of Department of Didactics and
Educational Technology. From 1987. up to 1992 he was
assistant at the Faculty of Traffic Engineering in
Sarajevo (Bosnia and Herzegovina). from 1992. he is
professor at the Faculty of Teacher Training in Belgrade
(Serbia).
Danimir Mandic published more than 70 scientific papers
and 18 books in the area of Informatics and Educational
Technology. He was a leader in three scientific
projects: Educational software for students, Interactive
multimedia classroom and Distance education systems for
high education. Currently he is the leader in scientific
project: Evaluation of the Curriculum at the Teacher
Training faculties in Serbia using modern technologies
and distance education. He is the author of several
innovations in education. He created multimedia software
for learning informatics, and Distance learning software
for students. His area of iterest is modern educational
technology , artificial intelligence and coputer
science.
Danimir Mandic is advanced tester and coordinator for
European Computer Driving Licence in Serbia.
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