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TEACHERS LITTLE HELPER:
MULTI-MATH-COACH
Martin Schön &
martin.schoen@tugraz.at
Martin Ebner
Behnam Taraghi
Steyrer Michael
Social Learning
Graz University of Technology
Münzgrabenstraße 35A/I,
A-8010 Graz
+43 316873854
Task
Every trainer has some tools?
Which tools have teachers?
Do they need tools?
Teachers say: we have a lot to do , too much –
and it is a difficult task, we have no time, for preparing any change
Idea
We have again and again students who show their competence by
developing programs in some aspects of cultural techniques -
reading, writing and arithmetic.: apps.tugraz.at
• We asked: Can we do more than deliver tasks and check right or
wrong?
Tutorial Intelligence
One aspect of this problem ist to give every student the „right“ task.
We remember the problem of teachers – often with some more than 20
students in one class:
In domains with a dominance of drill & practice – for example the
multiplication tables, they are physically too restricted for perceiving
significant quantitative aspects of the performance of single students
and the whole class.
Giving the rigth task is just orientated to the
„mean“
We started to
Program / Checklist
• The system should estimate the competence grade of the learner
• The system should provide appropriate tasks or categories of
tasks according to the competence grade of the learner.
• Nevertheless the tasks should tend to be challenging.
• The system should ensure that already well-done exercises are
repeated and practiced. After succeeding a problem the
probability for a repeated display decreases in two levels
(similar to a Leitner System )
Program / Checklist
• The system should estimate the competence grade of the learner
• The system should provide appropriate tasks or categories of
tasks according to the competence grade of the learner.
• Nevertheless the tasks should tend to be challenging.
• The system should ensure that already well-done exercises are
repeated and practiced. After succeeding a problem the
probability for a repeated display decreases in two levels
(similar to a Leitner System )
Checklist cont.
• In general the system should be motivating and show that
learning can be fun.
• The system should record and safe fine-grained data of all done
exercises, test results and the current competence grade of the
learner in order to prepare the next sessions in an adequate way.
• It should relieve the teacher from this unsolvable task as an
information processing tool
• We planned an ubiquist system with interface for the
conventional desktop browsers and also for Android and Apple
mobile devices
• That was a first step towards Learning Analytics & Educational
Data Mining
Big Data?
Here you see the actual total statistics of our program to diagnose the
exact competence in computing the multiplication tables
(Written)
Multidigit-Multiplication
Problemgroup 1 without carry - PG 2 with carry
Problems Generating
Tasks
User Interface 1
User Interface 2
Analyzing: OK
Analyzing: Failure
Statistic: Typical Errors
Statistic: Zoom on Task
Future Work
•Addition – Subtration
Other domains:
•Reading Motivation vs. speed related competences
Thank you!
Martin Schön
TU Graz – Austria
martin.schoen@tugraz.at

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Teachers Little Helper: Multi-Math-Coach

  • 1. TEACHERS LITTLE HELPER: MULTI-MATH-COACH Martin Schön & martin.schoen@tugraz.at Martin Ebner Behnam Taraghi Steyrer Michael Social Learning Graz University of Technology Münzgrabenstraße 35A/I, A-8010 Graz +43 316873854
  • 2. Task Every trainer has some tools? Which tools have teachers? Do they need tools? Teachers say: we have a lot to do , too much – and it is a difficult task, we have no time, for preparing any change
  • 3. Idea We have again and again students who show their competence by developing programs in some aspects of cultural techniques - reading, writing and arithmetic.: apps.tugraz.at • We asked: Can we do more than deliver tasks and check right or wrong?
  • 4. Tutorial Intelligence One aspect of this problem ist to give every student the „right“ task. We remember the problem of teachers – often with some more than 20 students in one class: In domains with a dominance of drill & practice – for example the multiplication tables, they are physically too restricted for perceiving significant quantitative aspects of the performance of single students and the whole class. Giving the rigth task is just orientated to the „mean“ We started to
  • 5. Program / Checklist • The system should estimate the competence grade of the learner • The system should provide appropriate tasks or categories of tasks according to the competence grade of the learner. • Nevertheless the tasks should tend to be challenging. • The system should ensure that already well-done exercises are repeated and practiced. After succeeding a problem the probability for a repeated display decreases in two levels (similar to a Leitner System )
  • 6. Program / Checklist • The system should estimate the competence grade of the learner • The system should provide appropriate tasks or categories of tasks according to the competence grade of the learner. • Nevertheless the tasks should tend to be challenging. • The system should ensure that already well-done exercises are repeated and practiced. After succeeding a problem the probability for a repeated display decreases in two levels (similar to a Leitner System )
  • 7. Checklist cont. • In general the system should be motivating and show that learning can be fun. • The system should record and safe fine-grained data of all done exercises, test results and the current competence grade of the learner in order to prepare the next sessions in an adequate way. • It should relieve the teacher from this unsolvable task as an information processing tool • We planned an ubiquist system with interface for the conventional desktop browsers and also for Android and Apple mobile devices • That was a first step towards Learning Analytics & Educational Data Mining
  • 8. Big Data? Here you see the actual total statistics of our program to diagnose the exact competence in computing the multiplication tables
  • 17. Future Work •Addition – Subtration Other domains: •Reading Motivation vs. speed related competences
  • 18. Thank you! Martin Schön TU Graz – Austria martin.schoen@tugraz.at