wir bieten...
Dekobild im Seitenkopf ISMLL
 
People: Carlotta Schatten, M.Eng.
Office hour:
C208 spl, upon request

Contact:
Phone:+49 5121/ 883-40374
Fax:+49 5121/ 883-40361
e-mail:

Postal address:
Information Systems and Machine Learning Lab
Universitätsplatz 1
University of Hildesheim
31141 Hildesheim
Germany

Visitor address:
Information Systems and Machine Learning Lab
Samelsonplatz 1
University of Hildesheim
31141 Hildesheim
Germany

Publications:

  • Carlotta Schatten, Lars Schmidt-Thieme (2016):
    Student Progress Modeling with skills deficiency aware Kalman Filters, in Proceedings of the 8th International Conference on Computer Supported Education (www.csedu.org), Springer.
  • Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme (2015):
    Improving Automatic Affect Recognition on Low-Level Speech Features in Intelligent Tutoring Systems, in Proceedings of the 10th European Conference on Technology Enhanced Learning (EC-TEL 2015) (to appear), Toledo, Spain.
  • Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme (2015):
    Recognising perceived task difficulty from speech and pause histograms, in Proceedings of the 17th International Conference on Artificial Intelligence in Education (AIED 2015) , Madrid, Spain.
  • Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme (2015):
    How to aggregate multimodal features for perceived task difficulty recognition in intelligent tutoring systems, in Proceedings of the 8th International Conference on Educational Data Mining (EDM 2015) , Madrid, Spain.
  • Lydia Voß, Carlotta Schatten, Claudia Mazziotti, Lars Schmidt-Thieme (2015):
    A Transfer Learning approach for applying Matrix Factorization to small ITS datasets, in Proceedings of the 8th International Conference on Educational Data Mining (EDM 2015) , Madrid, Spain.
  • Carlotta Schatten, Ruth Janning, Lars Schmidt-Thieme (2015):
    Integration and Evaluation of a Matrix Factorization Sequencer in Large Commercial ITS, in Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI15) , Austin, Texas.
  • Carlotta Schatten, Ruth Janning, Lars Schmidt-Thieme (2014):
    Vygotsky based Sequencing without Domain Information: A Matrix Factorization Approach, in Computer Supported Education, CSEDU 2014, Revised Selected Papers .
  • Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme, Gerhard Backfried, Norbert Pfannerer (2014):
    An SVM Plait for Improving Affect Recognition in Intelligent Tutoring Systems, in Proceedings of the IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2014. PDF
  • Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme (2014):
    Local Feature Extractors Accelerating HNNP for Phoneme Recognition, in Proceedings of the 37th German Conference on Artificial Intelligence (KI 2014).
  • Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme (2014):
    Feature Analysis for Affect Recognition Supporting Task Sequencing in Adaptive Intelligent Tutoring Systems, in Proceedings of the 9th European Conference on Technology Enhanced Learning (EC-TEL 2014).
  • Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme (2014):
    Multimodal Affect Recognition for Adaptive Intelligent Tutoring Systems, in Extended Proceedings of the 7th International Conference on Educational Data Mining (EDM 2014). PDF
  • Carlotta Schatten, Manolis Mavrikis, Ruth Janning, Lars Schmidt-Thieme (2014):
    Matrix Factorization Feasibility for Sequencing and Adaptive Support in ITS, in Proceedings of the 7th International Conference on Educational Data Mining, EDM 2014 (to appear).
  • Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme (2014):
    Automatic Subclasses Estimation for a Better Classification with HNNP, in Proceedings of the 21th International Symposium on Methodologies for Intelligent Systems (ISMIS 2014), in Lecture Notes in Artificial Intelligence, Springer.
  • Carlotta Schatten, Martin Wistuba, Lars Schmidt-Thieme, Sergio Gutiérrez-Santos (2014):
    Minimal Invasive Integration of Learning Analytics Services in Intelligent Tutoring Systems, in Proceedings of the 14th IEEE International Conference on Advanced Learning Technologies.
  • Carlotta Schatten, Lars Schmidt-Thieme (2014):
    Adaptive Content Sequencing without Domain Information, in Proceedings of the 6th International Conference on Computer Supported Education (www.csedu.org), Springer. PDF
  • Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme (2013):
    HNNP - A Hybrid Neural Network Plait for Improving Image Classification with Additional Side Information, in Proceedings of the IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2013. PDF
  • Berta R., Bellotti F., De Gloria A., Pranantha D., Carlotta Schatten (2013):
    Electroencephalogram and physiological signal analysis for assessing flow in games, in IEEE Transactions on Computational Intelligence and AI in Games.
  • Ghio A., Anguita D., Oneto L. , Ridella S., Carlotta Schatten (2012):
    Nested sequential minimal optimization for support vector machines, in In Proceedings of Artificial Neural Networks and Machine Learning.
  • Plotnikov A. , Stakheika N., Carlotta Schatten, Belotti F., Pranantha D., Berta R., De Gloria A. (2012):
    Measuring Enjoyment in Games Through Electroencephalogram (EEG) Signal Analysis, in In Proceedings of the 6th European Conference on Games-Based Learning.
  • Plotnikov A., Stakheika N., De Gloria A., Carlotta Schatten, Belotti F., Pranantha D., Berta R., Fiorini C., Ansovini F. (2012):
    Exploiting real-time EEG analysis for assessing flow in games, in In Proceedings of IEEE 12th International Conference on Advanced Learning Technologies.