Modeling Effective and Ineffective Knowledge Communication and Learning Discourses in CSCL with Hidden Markov Models

Publikation: Beiträge in SammelwerkenKapitelbegutachtet

Authors

The grounding theory according to Clark (1996; Clark and Brennan, 1991) is a prominent approach to describe the co-construction of knowledge in computersupported collaborative learning (CSCL) environments. Communication problems such as incoherence or inadequate coordination are common in simultaneous textbased chat tools resulting in impaired grounding processes, which again may affect learning outcomes. Thus collaboration scripts like learning protocols are implemented to increase the structure of chat discourses and to reduce communication problems in order to support grounding processes. In this study the impact of grounding itself on learning outcomes was examined by implementing a

confederate in each learning group, who showed either a constructive or a destructive grounding behavior. Probabilistic models were computed for both the discourses of the present study as well as effective and ineffective discourses of a previous study. The long-term objective of this research is an adaptive script automatically detecting discourse structures in order to support grounding and thus to facilitate knowledge communication and learning processes.
OriginalspracheEnglisch
TitelAdvances in Applied Digital Human Modeling
HerausgeberVincent G. Duffy
Anzahl der Seiten10
ErscheinungsortBoca Raton
VerlagCRC Press
Erscheinungsdatum01.01.2010
Seiten549-558
ISBN (Print)9781439835111
ISBN (elektronisch)9780429151842
DOIs
PublikationsstatusErschienen - 01.01.2010

Zuletzt angesehen

Publikationen

  1. A Multivariate Method for Dynamic System Analysis
  2. Design optimization of spiral coils for textile applications by genetic algorithm
  3. Clause identification using entropy guided transformation learning
  4. Dynamic priority based dispatching of AGVs in flexible job shops
  5. Using Heider’s Epistemology of Thing and Medium for Unpacking the Conception of Documents: Gantt Charts and Boundary Objects
  6. Should learners use their hands for learning? Results from an eye-tracking study
  7. Influence of Process Parameters and Die Design on the Microstructure and Texture Development of Direct Extruded Magnesium Flat Products
  8. Integrating the underlying structure of stochasticity into community ecology
  9. "And I Think That Is a Very Straightforward Way of Dealing With It''
  10. Orchestrating distributed data governance in open social innovation
  11. Topic selection and development in learner-native speaker voice-based telecollaborative discourse
  12. Internet of things and process performance improvements in manufacturing
  13. E-stability and stability of adaptive learning in models with private information
  14. Quantifying diffuse and point inputs of perfluoroalkyl acids in a nonindustrial river catchment
  15. Do Specific Text Features Influence Click Probabilities in Paid Search Advertising?
  16. Interactive Media as Fields of Transduction
  17. Firm size and the use of export intermediaries.
  18. Performance of the DSM-5-based criteria for Internet addiction
  19. Performance of process-based models for simulation of grain N in crop rotations across Europe
  20. Light availability and land-use history drive biodiversity and functional changes in forest herb layer communities
  21. How can problems be turned into something good? The role of entrepreneurial learning and error mastery orientation
  22. Foreign bias in institutional portfolio allocation
  23. Late developers and the inequity of "equitable utilization" and the harm of "do no harm"
  24. Competence-Oriented Teaching
  25. Planar Multipole Resonance Probe: A kinetic model based on a functional analytic description
  26. Facilitating collaborative processes in transdisciplinary research using design prototyping
  27. Backward Extended Kalman Filter to Estimate and Adaptively Control a PMSM in Saturation Conditions
  28. Gamen
  29. Identification and Root Cause Mapping of Supply Chain Collaboration Resistors
  30. Does attention speed up processing?
  31. The role of supervisor support for dealing with customer verbal aggression. Differences between ethnic minority and ethnic majority workers
  32. Diversity: Konzept. Programmatik. Praxis.
  33. An Off-the-shelf Approach to Authorship Attribution
  34. A dissociation between two classes of spatial abilities in elementary school children
  35. Achieving consumer trust on Twitter via CSR communication
  36. How Did It Get So Late So Soon? The Effects of Time Management Knowledge and Practice on Students’ Time Management Skills and Academic Performance
  37. A blackboard architecture for workflows
  38. Revisiting Carbon Disclosure and Performance
  39. Non-invariance? An Overstated Problem With Misconceived Causes
  40. Effectiveness of a Web-Based Intervention in Reducing Depression and Sickness Absence
  41. We'll get them to do anything! Funny Inventions and Marketing
  42. Effects of Soil Properties, Temperature and Disturbance on Diversity and Functional Composition of Plant Communities Along a Steep Elevational Gradient on Tenerife
  43. Likelihood-based panel cointegration test in the presence of a linear time trend and cross-sectional dependence