What
is Second Generation iLearning?
Second-generation
iLearning or ITS is the integration of eLearning
and Artificial Intelligence, a branch of science
which deals with helping machines find solutions
to complex problems in a more human-like fashion.
This generally involves borrowing characteristics
from human intelligence, and applying them as algorithms
in a computer-friendly way. A fundamental tenet
of this design is that one size does not fit all
as the learning process varies considerably from
student to student. Hence, an ITS will behave like
a real teacher would, identifying your strengths
and weaknesses and deploying a teaching approach
which will best fit your learning profile and personality.
The system will assist and guide you and spontaneously
add supplementary material to the initial course
to better your understading. Real-time
feedback is also an essential part of this system,
as it shows the instructor and the learner which
areas require additional attention. Please refer
to the definitions below .
What
is an ITS?
An
ITS provides individualized tutoring or instruction
and includes the following components:
- Knowledge of the domain (topic
or curriculum)
- Knowledge of the learner
- Knowledge of learning strategies
(methods of instruction)
The goal for every ITS is to communicate
its embedded knowledge effectively.
What
ITS must do?
An ITS must insure the following:
- Accurately diagnose students' knowledge
structures, skills, and learning styles
- Diagnose using principles, rather
than preprogrammed responses
- Decide what to do next
- Adapt instruction accordingly
- Provide feedback
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