Toward Data-Driven Analyses of Electronic Text Books

Publikation: Beiträge in SammelwerkenAufsätze in KonferenzbändenForschungbegutachtet

Authors

We present data-driven log file analyses of an electronic text book for history, called the mBook, to support teachers in preparing lessons for their students. We represent user sessions as contextualised Markov processes of user sessions and
propose a probabilistic clustering using expectation maximisation to detect groups of similar (i) sessions and (ii) users.
OriginalspracheEnglisch
TitelProceedings of the 8th International Conference on Educational Data Mining
HerausgeberOlga Cristina Santos, Jesus Gonzalez Boticario, Cristobal Romero, Mykola Pechenizkiy, Agathe Merceron, Piotr Mitros, Jose Maria Luna, Christian Mihaescu, Pablo Moreno, Arnon Hershkovitz, Sebastian Ventura, Michael Desmarais
Anzahl der Seiten2
ErscheinungsortMadrid
VerlagNational University for Distance Education (UNED)
Erscheinungsdatum2015
Seiten592-593
ISBN (Print)978-84-606-9425-0
PublikationsstatusErschienen - 2015
Extern publiziertJa
VeranstaltungInternational Conference on Educational Data Mining 2015 - Madrid, Spanien
Dauer: 26.06.201529.06.2015
Konferenznummer: 8
http://educationaldatamining.org/EDM2015/

Dokumente

Links

Zuletzt angesehen

Publikationen

  1. Advancing research on ecosystem service bundles for comparative assessments and synthesis
  2. Hierarchy and respect
  3. Integrated curvature sensing of soft bending actuators using inertial measurement units
  4. Microstructure evolution of Mg-11Gd-4.5Y-1Nd-1.5Zn-0.5Zr (wt%) alloy during deformation and its effect on strengthening
  5. Development of a robust classifier of freshwater residence in barramundi (Lates calcarifer) life histories using elemental ratios in scales and boosted regression trees
  6. Modelling lateness and schedule reliability
  7. Expertise zur Lehrerprofessionalität
  8. Folding into being
  9. Does ESG performance have an impact on financial performance?
  10. Independent local lists in East and West Germany
  11. Analysing the gender wage gap (GWG) using personnel records
  12. Liquidity, Flows, Circulation
  13. Bifurcation loads of beams of glued-laminated timber with intermediate lateral supports
  14. Measurements of atmospheric mercury with high time resolution
  15. The geometry of habitat fragmentation
  16. Learning or leaning
  17. Using the Rapid Impact Assessment Matrix to synthesize biofuel and bioenergy impact assessment results
  18. Effects of extrusion ratio and annealing treatment on the mechanical properties and microstructure of a Mg–11Gd–4.5Y–1Nd–1.5Zn–0.5Zr (wt%) alloy
  19. Australian Graziers value sparse trees in their pastures: A viewshed analysis of Photo-elicitation
  20. A Combination of Energy Harvesting and Wireless Power Transfer for Applications in Harsh Environments
  21. Why You Should Read My Book
  22. Digital guided self-help for eating disorders
  23. System Properties Determine Food Security and Biodiversity Outcomes at Landscape Scale
  24. The Corporate Construction of Transparency and (In)Transparency
  25. Accelerated increase in plant species richness on mountain summits is linked to warming
  26. Comparing Germany and Israel regarding debates on policy-making at the beginning of life: PGD, NIPT and their paths of routinization
  27. 'Put bluntly, you have something of a credibility problem'
  28. The Communicative Constitution of Organizationality
  29. Gender differences in online dating
  30. Conclusion
  31. Modellieren als Kreislauf?
  32. 1. Methoden-Muster: Information