Carlotta Schatten

Publication Activity (10 Years)

Years Active: 2012-2016
Publications (10 Years): 3

Top Topics

Matrix Factorization

Affect Recognition

Intelligent Tutoring

Constraint Based Modeling

Top Venues

CSEDU (Selected Papers)

EDM (Workshops)

Publications

Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme
Perceived Task-Difficulty Recognition from Log-file Information for the Use in Adaptive Intelligent Tutoring Systems. Int. J. Artif. Intell. Educ. 26 (3) (2016)
Carlotta Schatten, Lars Schmidt-Thieme
Hybrid Matrix Factorization Update for Progress Modeling in Intelligent Tutoring Systems. CSEDU (Selected Papers) (2016)
Carlotta Schatten, Lars Schmidt-Thieme
Student Progress Modeling with Skills Deficiency Aware Kalman Filters. CSEDU (1) (2016)
Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme
Improving Automatic Affect Recognition on Low-Level Speech Features in Intelligent Tutoring Systems. EC-TEL (2015)
Carlotta Schatten, Ruth Janning, Lars Schmidt-Thieme
Integration and Evaluation of a Matrix Factorization Sequencer in Large Commercial ITS. AAAI (2015)
Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme
Recognizing Perceived Task Difficulty from Speech and Pause Histograms. EDM (Workshops) (2015)
Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme
How to Aggregate Multimodal Features for Perceived Task Difficulty Recognition in Intelligent Tutoring Systems. EDM (2015)
Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme
Recognizing Perceived Task Difficulty from Speech, Pause Histograms. AIED Workshops (2015)
Lydia Voß, Carlotta Schatten, Claudia Mazziotti, Lars Schmidt-Thieme
A Transfer Learning Approach for Applying Matrix Factorization to Small ITS Datasets. EDM (2015)
Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme
Automatic Subclasses Estimation for a Better Classification with HNNP. ISMIS (2014)
Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme
Multimodal Affect Recognition for Adaptive Intelligent Tutoring Systems. EDM (Workshops) (2014)
Carlotta Schatten, Ruth Janning, Lars Schmidt-Thieme
Vygotsky Based Sequencing Without Domain Information: A Matrix Factorization Approach. CSEDU (Selected Papers) (2014)
Carlotta Schatten, Lars Schmidt-Thieme
Adaptive Content Sequencing without Domain Information. CSEDU (1) (2014)
Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme
Feature Analysis for Affect Recognition Supporting Task Sequencing in Adaptive Intelligent Tutoring Systems. EC-TEL (2014)
Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme
Local Feature Extractors Accelerating HNNP for Phoneme Recognition. KI (2014)
Carlotta Schatten, Ruth Janning, Manolis Mavrikis, Lars Schmidt-Thieme
Matrix Factorization Feasibility for Sequencing and Adaptive Support in Intelligent Tutoring Systems. EDM (2014)
Carlotta Schatten, Martin Wistuba, Lars Schmidt-Thieme, Sergio Gutiérrez Santos
Minimal Invasive Integration of Learning Analytics Services in Intelligent Tutoring Systems. ICALT (2014)
Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme, Gerhard Backfried, Norbert Pfannerer
An SVM Plait for Improving Affect Recognition in Intelligent Tutoring Systems. ICTAI (2014)
Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme
HNNP - A Hybrid Neural Network Plait for Improving Image Classification with Additional Side Information. ICTAI (2013)
Riccardo Berta, Francesco Bellotti, Alessandro De Gloria, Danu Pranantha, Carlotta Schatten
Electroencephalogram and Physiological Signal Analysis for Assessing Flow in Games. IEEE Trans. Comput. Intell. AI Games 5 (2) (2013)
A. Plotnikov, N. Stakheika, Alessandro De Gloria, Carlotta Schatten, Francesco Bellotti, Riccardo Berta, C. Fiorini, Flavio Ansovini
Exploiting Real-Time EEG Analysis for Assessing Flow in Games. ICALT (2012)
Alessandro Ghio, Davide Anguita, Luca Oneto, Sandro Ridella, Carlotta Schatten
Nested Sequential Minimal Optimization for Support Vector Machines. ICANN (2) (2012)