1. Requirements for learning scenario and learning process analytics
EdMedia 2011
4/5/2019
Requirements for learning scenario and learning process analytics
Daniel K. Schneider et al. TECFA – FPSE - Université de Genève
EdMedia 2012, Denver: Thu, June 28th 2:45-3:15 PM

2. Learning analytics: Kinds ….
may negatively affect:
design, communication, action
Academic analytics (schools, teachers, programs….)
Learning analytics – overall behavior / performance
how well are students doing, problem students, ….
Analytics
Learning analytics - big classes
- who is reading what, progress reports,….
Learning process analytics
what are participants producing / how do they interact,…
Orchestration !

3. Principes de la formation en ligne
05/04/2019
Project-oriented learning: the bottom line
External resources
Read
Discuss
The learning-by-producing cycle
Productions
Write
Learning

4. = ? Project-oriented learning: variants & the common problem
Includes:
inquiry-based learning
problem-based learning
project-based learning
project-methodology-based learning
case-based learning
……. =
Pedagogies
Scenarios
Environments
What’s going on ??
What Inter(actions) + Productions (both teachers and learners should know) ?

5. What do we have ? Some tools for technology
that people do use (mostly hacks)
Main stream
“where”-type analytics
Good analytics for systems that are not used
(EdTech research)
(Difficult) data minining
and analysis tools
4/5/2019

6. Good analytics - CSCL Three types of learning analytics
(but CSCL systems are not used)
Soller, MartinezJermann, & Muehlenbrock (2005). From Mirroring to Guiding: A Review of State of the Art Technology for Supporting Collaborative Learning

7. Good analytics – Knowledge construction kits
designed for building and interaction
(not used)
CSILE/Knowledge Forum (Scardamalia & Bereiter,)

8. OK analytics – Enquiry blog builder
Relies on self-reporting and requires some setup skills
(may be used some day, since blogs are fairly easy)
Ferguson, Buckingham Shum, and Crick (2011)

9. OK analytics – StatMediaWiki
Nice tool, but buggy and unfinished – typical of most EU research
May be used, but Wiki-designs are hard
Rodríguez-Posada et al., 2011

10. OK analytics – Project tools
Not made for education, agile development must be learned
(may be used in engineering education)

11. OK analytics – workflow systems
BPMN-based prototype
(not easy, not fully mature)
Virtual Learning Process Environment (VLPE), Adesina and Molloy (2012)

12. Conclusion : Needs and avenues
Management and regulation
Dimensions:
Productions
Interactions
Reflections
Portfolio/PLE Task mgmt.
tools
Collaboration graphs etc.
Self-reporting tools & cockpits
Teacher Dashboard
Tomorrow
SOA kits
with APIs that can
summarize
Integration with competence development
Collaboration “graphs” across systems
General-purpose monitoring and tutoring tools
Later

13. Other topics to discuss ?
(wiki version of the EdMedia paper)
Questions ?
Other topics to discuss ?