Learning Analytics with Matlab Grader in Undergraduate Engineering Courses

Publikation: Beiträge in SammelwerkenAufsätze in KonferenzbändenForschungbegutachtet

Authors

The presented paper deals with the development and evaluation of a teaching-learning innovation for better student support in the introductory phase of engineering studies. Previous results of a longitudinal study on the study entry phase have shown that there is a strong heterogeneity in terms of prior knowledge of maths and electrical engineering and that there are general deficits in computer skills.To counteract this, a digitally supported introductory study phase was designed with the help of learning analyticsthrough data acquisitionviamatlab grader, which enables an effective transition from school to university and improves study skills at the start of the degree programme. In the long term, the implementation of learning analytics should also serve to recognise students at risk at anearly stage and enable interventions.This paper aims to contribute to the current discussion on technology in engineering studies, offering both theoretical and practical perspectives. Topics such as the design of an improved introduction phase, agile adaptations to future developments and support for students in the use of technology is addressed, and approaches to evaluation methods for quality assurance and validation will be presented. The evaluation results of the teaching-learning innovation with Matlab Grader show that there is a correlation between the exam grade and the use of Matlab Grader.
OriginalspracheEnglisch
Titel52nd Annual Conference of the European Society for Engineering Education, Proceedings : Educating Responsible Engineers
HerausgeberJessica Dehler Zufferey, Greet Langie, Roland Tormey, Balázs Vince Nagy
Anzahl der Seiten8
ErscheinungsortBrüssel
VerlagEuropean Society for Engineering Education (SEFI)
Erscheinungsdatum2024
Seiten430-437
ISBN (elektronisch)978-2-87352-027-4
DOIs
PublikationsstatusErschienen - 2024
Veranstaltung52nd Annual Conference of the European Society for Engineering Education - SEFI 2024: Educating Responsible Engineers - Lausanne Schweiz, Lausanne, Schweiz
Dauer: 02.09.202405.09.2024
Konferenznummer: 52
https://sefi2024.eu/

Bibliographische Notiz

Publisher Copyright:
© 2024 SEFI 2024 - 52nd Annual Conference of the European Society for Engineering, Proceedings: Educating Responsible Engineers. All rights reserved.

DOI

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Aktivitäten

  1. Towards a fully-automated adaptive e-learning environment: A predictive model for difficulty generating factors in gap-filling activities that target English tense-aspect-mood
  2. Presentation of the paper entitled "Soft Optimal Computing to Identify Surface Roughness in Manufacturing using a Monotonic Regressor"
  3. How stereotypes affect grading and tutorial feedback: Shifting evaluations or shifting standards?
  4. Für ein besseres Verständnis der Bezugspunkte in der Verhandlungsforschung und -theorie
  5. Explaining the learning progress in mathematics of retained students and low-achieving students
  6. From Quantity to Quality: Structuring Provenance Data.
  7. Field Experimentation in Governance Research. Early insights from researching the effectiveness of public participation in implementing the EU Floods Directive
  8. Concurrent Reconceptualization of Concurrent Sourcing
  9. Workshop "Marked-based Instruments (MBI) for Ecosystem Services and Nature Protection" - 2011
  10. Explaining primary school teachers’ usage of digital learning data: A mixed method study
  11. The role of different forms of cohesion and readers' expectations towards different types of text
  12. Beyond Gamification: From Problem-solving to Problem-making
  13. Tri-trophic interaction networks along a tree diversity gradient in BEF-China: How tree diversity effects higher trophic levels
  14. Points of cooperation: Integrating Cooperative Learning into Web-Based Courses
  15. Is there a threshold effect of time headway on subjective variables for different velocities?
  16. Digitalization and Organizational Learning: Use the Double-Loop
  17. Robotics (Fachzeitschrift)

Publikationen

  1. Neural network-based estimation and compensation of friction for enhanced deep drawing process control
  2. Teaching methods for modelling problems and students’ task-specific enjoyment, value, interest and self-efficacy expectations
  3. Self-regulation in error management training: emotion control and metacognition as mediators of performance effects
  4. Does thinking-aloud affect learning, visual information processing and cognitive load when learning with seductive details as expected from self-regulation perspective?
  5. For a return to the forgotten formula: 'Data 1 + Data 2 > Data 1'
  6. Using Language Learning Resources on YouTube
  7. Cognitive Predictors of Child Second Language Comprehension and Syntactic Learning
  8. A Theoretical Dynamical Noninteracting Model for General Manipulation Systems Using Axiomatic Geometric Structures
  9. Teachers’ use of data from digital learning platforms for instructional design
  10. Dynamic environment modelling and prediction for autonomous systems
  11. Machine Learning and Knowledge Discovery in Databases
  12. Multiphase-field modeling of temperature-driven intermetallic compound evolution in an Al-Mg system for application to solid-state joining processes
  13. Guided discovery learning with computer-based simulation games
  14. Modelling biodegradability based on OECD 301D data for the design of mineralising ionic liquids
  15. A longitudinal multilevel CFA-MTMM model for interchangeable and structurally different methods
  16. Quantifying diffuse and point inputs of perfluoroalkyl acids in a nonindustrial river catchment
  17. Is too much help an obstacle? Effects of interactivity and cognitive style on learning with dynamic versus non-dynamic visualizations with narrative explanations
  18. An application of multiple behavior SIA for analyzing data from student exams
  19. How, when and why do negotiators use reference points?
  20. Watershed groundwater balance estimation using streamflow recession analysis and baseflow separation
  21. Learning and Re-learning from net- based cooperative learning discourses
  22. Developing a Complex Portrait of Content Teaching for Multilingual Learners via Nonlinear Theoretical Understandings
  23. A PD regulator to minimize noise effect using a minimal variance method for soft landing control of an electromagnetic valve actuator
  24. Soil conditions modify species diversity effects on tree functional trait expression
  25. Topic Embeddings – A New Approach to Classify Very Short Documents Based on Predefined Topics
  26. Solving mathematical problems with dynamical sketches
  27. Toward a methodical framework for comprehensively assessing forest multifunctionality
  28. Bayesian Parameter Estimation in Green Business Process Management
  29. Performance incentives in activity-based management
  30. Experiments on the Fehrer-Raab effect and the ‘Weather Station Model’ of visual backward masking
  31. Distributed robust Gaussian Process regression
  32. Understanding Partnering Strategies in the Low-Code Platform Ecosystem