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Learning Analytics and Spelling
Acquisition in German –
A First Prototype
Markus Ebner, Martin Ebner and Konstanze Edstadler
18th International Conference on Human-Computer
Interaction; Toronto, Canada, 17 - 22 July 2016
22
IDeRBlog - Individually differentiated spelling
with blogs
• Erasmus+ Project
(VG-SPS-SL-14-001616-3)
• Partners in
• Belgium
• Germany
• Austria
• Combine development of writing skills and
the acquisition of orthographic competences
• Primarily for children, age 8 to 12
IDeRBlog - Individuell Differenziert Rechtschreiben mit Blogs (de)
Markus Ebner
July 20, 2016
33
Ideas and main points
• User friendly web-based platform
• Writing a text and get automatic feedback for
autonomous correction
• German orthography is known to be difficult to master.
• Help pupils who struggle with the acquisition of
German orthography
• Help them improve writing and spelling
• Provide qualitative analysis of orthographic
problems for teachers
• Provide exercises for training
Ideas and main points
Markus Ebner
July 20, 2016
44
Different needs
Pupils Teachers Researchers
• Focus on the individual needs
• Integrate in the development
Our customers
Markus Ebner
July 20, 2016
Pictures designed by [3]
55
General design and workflow for students and teachers
Markus Ebner
July 20, 2016
[1, 2]
66
Interface Design
Students, focus on their needs
Markus Ebner
July 20, 2016
Write
(student‘s area)
Exercises
(training DB)
Reading
(Blogs)
77
Student‘s workflow
Markus Ebner
July 20, 2016
[1]
88
Students area, after the login
Markus Ebner
July 20, 2016
Write a text Check submitted text• Only 2 choices:
• KISS
99
Student: example
Markus Ebner
July 20, 2016
1010
Different feedback strategies:
Student: example
Markus Ebner
July 20, 2016
„Fresch“ System
Standard Feedback
„Say the words out clearly.
If you hear a long vowel
then you write just one
consonant”
„swing the word“
1111
The Intelligent Dictionary
• In case of spelling mistake provide hints for corrections
• Allows autonomous corrections
• Motivating context
• Feedback is formulated in a way that the learner has to
think about the spelling
• being sensitive to misspelled words
• know how to correct them
• use spelling aids
• apply strategies to prevent spelling errors
Intelligent Dictionary
Markus Ebner
July 20, 2016
1212
Teacher‘s workflow
Markus Ebner
July 20, 2016
[1]
1313
Training database
Markus Ebner
July 20, 2016
• Contains online and
offline exercises
• Preselection and
recommendations are
made by the system
• Easy to find the right
exercises
• Congruently ordered
in categories of
spelling mistakes
1414
Goals
• make in-depth analysis of occurred misspellings
• better understanding of the process of spelling
acquisition
• predict the performance of students
• make recommendations for personalized exercises
• offer reflections about
• recommended exercises
• changing performance (spelling acquisition)
Researchers
Markus Ebner
July 20, 2016
1515
Educational Technology
• Slides available at:
• http://elearningblog.tugraz.at
• For further information about the project and
partners please visit:
• http://iderblog.eu
• http://elearning.tugraz.at
• https://www.tugraz.at/en/
oe/lehr-und-lerntechnologien/home/
Markus Ebner
July 20, 2016
1616
Acknowledgements
This research project is supported by the European Commission Erasmus+
program in the framework of the project IDERBLOG (VG-SPS-SL-14-001616-3).
For more information about the project IDERBLOG and its project partners:
Hugo Adolph1, Christian Aspalter2, Susanne Biermeier3, Mike Cormann4, Sandra
Ernst4, Markus Ebner6, Martin Ebner6, Sonja Gabriel5, Gabriele Goor4, Michael
Gros1, Anneliese Huppertz4, Kathrin Irmag4, Konstanze Edtstadler5, Susanne
Martich2, Nina Steinhauer1, Behnam Taraghi6 and Marianne Ullmann5, please
visit our homepage http://iderblog.eu/ (German language only).
1. LPM Saarland, Beethovenstraße 26, 66125 Saarbrücken, Germany
2. University of Teacher Education Vienna, IBS/DiZeTIK, Grenzackerstraße 18, 1100 Vienna, Austria - Europe
3. Albert-Weisgerber School St. Ingbert, Robert-Koch-Straße 4, 66386 St. Ingbert, Germany
4. School of Raeren, Hauptstraße 45, 4730 Raeren, Belgium - Europe
5. University College of Teacher Education Vienna/Krems, Mayerweckstraße 1, 1210 Vienna, Austria - Europe
6. Graz University of Technology, Department Educational Technology, Münzgrabenstraße 35a, 8010 Graz, Austria - Europe
Acknowledgements
Markus Ebner
July 20, 2016
(VG-SPS-SL-14-001616-3)
1717
References
1. Ebner, M., Ebner, M., & Edtstadler, K. (2016, July). Learning Analytics and Spelling
Acquisition in German-A First Prototype. In International Conference on Learning and
Collaboration Technologies (pp. 405-416). Springer International Publishing.
2. Edtstadler, K., Ebner, M., Ebner, M.: Improved German Spelling Acquisition through
Learning Analytics. In: eLearning papers 45, pp. 17-28 (2015).
3. Icons designed by Freepik http://www.freepik.com
References
Markus Ebner
July 20, 2016

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Learning Analytics and Spelling Acquisition in German – A First Prototype

  • 1. 1 S C I E N C E  P A S S I O N  T E C H N O L O G Y u www.tugraz.at Learning Analytics and Spelling Acquisition in German – A First Prototype Markus Ebner, Martin Ebner and Konstanze Edstadler 18th International Conference on Human-Computer Interaction; Toronto, Canada, 17 - 22 July 2016
  • 2. 22 IDeRBlog - Individually differentiated spelling with blogs • Erasmus+ Project (VG-SPS-SL-14-001616-3) • Partners in • Belgium • Germany • Austria • Combine development of writing skills and the acquisition of orthographic competences • Primarily for children, age 8 to 12 IDeRBlog - Individuell Differenziert Rechtschreiben mit Blogs (de) Markus Ebner July 20, 2016
  • 3. 33 Ideas and main points • User friendly web-based platform • Writing a text and get automatic feedback for autonomous correction • German orthography is known to be difficult to master. • Help pupils who struggle with the acquisition of German orthography • Help them improve writing and spelling • Provide qualitative analysis of orthographic problems for teachers • Provide exercises for training Ideas and main points Markus Ebner July 20, 2016
  • 4. 44 Different needs Pupils Teachers Researchers • Focus on the individual needs • Integrate in the development Our customers Markus Ebner July 20, 2016 Pictures designed by [3]
  • 5. 55 General design and workflow for students and teachers Markus Ebner July 20, 2016 [1, 2]
  • 6. 66 Interface Design Students, focus on their needs Markus Ebner July 20, 2016 Write (student‘s area) Exercises (training DB) Reading (Blogs)
  • 8. 88 Students area, after the login Markus Ebner July 20, 2016 Write a text Check submitted text• Only 2 choices: • KISS
  • 10. 1010 Different feedback strategies: Student: example Markus Ebner July 20, 2016 „Fresch“ System Standard Feedback „Say the words out clearly. If you hear a long vowel then you write just one consonant” „swing the word“
  • 11. 1111 The Intelligent Dictionary • In case of spelling mistake provide hints for corrections • Allows autonomous corrections • Motivating context • Feedback is formulated in a way that the learner has to think about the spelling • being sensitive to misspelled words • know how to correct them • use spelling aids • apply strategies to prevent spelling errors Intelligent Dictionary Markus Ebner July 20, 2016
  • 13. 1313 Training database Markus Ebner July 20, 2016 • Contains online and offline exercises • Preselection and recommendations are made by the system • Easy to find the right exercises • Congruently ordered in categories of spelling mistakes
  • 14. 1414 Goals • make in-depth analysis of occurred misspellings • better understanding of the process of spelling acquisition • predict the performance of students • make recommendations for personalized exercises • offer reflections about • recommended exercises • changing performance (spelling acquisition) Researchers Markus Ebner July 20, 2016
  • 15. 1515 Educational Technology • Slides available at: • http://elearningblog.tugraz.at • For further information about the project and partners please visit: • http://iderblog.eu • http://elearning.tugraz.at • https://www.tugraz.at/en/ oe/lehr-und-lerntechnologien/home/ Markus Ebner July 20, 2016
  • 16. 1616 Acknowledgements This research project is supported by the European Commission Erasmus+ program in the framework of the project IDERBLOG (VG-SPS-SL-14-001616-3). For more information about the project IDERBLOG and its project partners: Hugo Adolph1, Christian Aspalter2, Susanne Biermeier3, Mike Cormann4, Sandra Ernst4, Markus Ebner6, Martin Ebner6, Sonja Gabriel5, Gabriele Goor4, Michael Gros1, Anneliese Huppertz4, Kathrin Irmag4, Konstanze Edtstadler5, Susanne Martich2, Nina Steinhauer1, Behnam Taraghi6 and Marianne Ullmann5, please visit our homepage http://iderblog.eu/ (German language only). 1. LPM Saarland, Beethovenstraße 26, 66125 Saarbrücken, Germany 2. University of Teacher Education Vienna, IBS/DiZeTIK, Grenzackerstraße 18, 1100 Vienna, Austria - Europe 3. Albert-Weisgerber School St. Ingbert, Robert-Koch-Straße 4, 66386 St. Ingbert, Germany 4. School of Raeren, Hauptstraße 45, 4730 Raeren, Belgium - Europe 5. University College of Teacher Education Vienna/Krems, Mayerweckstraße 1, 1210 Vienna, Austria - Europe 6. Graz University of Technology, Department Educational Technology, Münzgrabenstraße 35a, 8010 Graz, Austria - Europe Acknowledgements Markus Ebner July 20, 2016 (VG-SPS-SL-14-001616-3)
  • 17. 1717 References 1. Ebner, M., Ebner, M., & Edtstadler, K. (2016, July). Learning Analytics and Spelling Acquisition in German-A First Prototype. In International Conference on Learning and Collaboration Technologies (pp. 405-416). Springer International Publishing. 2. Edtstadler, K., Ebner, M., Ebner, M.: Improved German Spelling Acquisition through Learning Analytics. In: eLearning papers 45, pp. 17-28 (2015). 3. Icons designed by Freepik http://www.freepik.com References Markus Ebner July 20, 2016