People:
Ruth Janning, M.Sc.
Office hour:
C038 Spl, upon request
C038 Spl, upon request
Email:
Phone: | +49 5121/ 883-40370 |
Fax: | +49 5121 / 883-40361 |
e-mail: |
Postal address:
Information Systems and Machine Learning Lab
Universitätsplatz 1
University of Hildesheim
31141 Hildesheim
Germany
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
Information Systems and Machine Learning Lab
Samelsonplatz 1
University of Hildesheim
31141 Hildesheim
Germany
Projects:
- AcoGPR: since September 2011
- GfKl 2012 (36th Annual Conference of GfKl): August 2012
- ITalk2Learn: since October 2013
- Workshop on Feedback from Multimodal Interactions in Learning Management Systems at EDM (FFMI@EDM'2014): July 2014
Teaching:
- Winter term 2012/2013: Tutorial Artificial Intelligence
- Summer term 2013: Bachelor-Seminar: Artificial Intelligence: Games
- Winter term 2013/2014: Lecture Artificial Intelligence
- Summer term 2014: Bachelor seminar: Artificial Intelligence: Opinion Mining in Twitter
- Winter term 2014/2015: Lecture Artificial Intelligence
- Winter term 2015/2016: Bachelor-Seminar: User Identification
Computer summerschool 2013: Robotics
Bachelor/Masterthesis:
- WiSe 2013: Christoph Herrmann: Evaluierung von Heuristiken angewandt in der Bidirectional BFIDA*-Suche für Peg Solitaire
- WiSe 2014: Moritz Gutowski: Evaluierung von Algorithmen und Techniken zum Spielen und Lösen von Dots and Boxes
Publications:
Books:
- Myra Spiliopoulou, Lars Schmidt-Thieme, Ruth Janning (eds., 2014):
Data Analysis, Machine Learning and Knowledge Discovery, Springer.
- Ruth Janning, Carlotta Schatten, Lars Schmidt-Thieme (2015):
Perceived Task-Difficulty Recognition from Log-file Information for the Use in Adaptive Intelligent Tutoring Systems, Springer. - Ruth Janning, Andre Busche, Tomas Horvath, Lars Schmidt-Thieme (2013):
Buried Pipe Localization Using an Iterative Geometric Clustering on GPR Data, Springer Artificial Intelligence Review.
- 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), 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. - Beate Grawemeyer, Sergio Gutierrez-Santos, Wayne Holmes, Manolis Mavrikis, Nikol Rummel, Claudia Mazziotti, Ruth Janning (2015):
Talk, Tutor, Explore, Learn: Intelligent Tutoring and Exploration for Robust Learning, in Proceedings of the 17th International Conference on Artificial Intelligence in Education (AIED 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. - 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). - 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 . - 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. - Andre Busche, Ruth Janning, Lars Schmidt-Thieme (2013):
Analysing the Potential Impact of Labeling Disagreements for Engineering Sensor Data, in Proceedings of the LWA 2013 - Lernen, Wissen und Adaptivität, Knowledge Discovery and Machine Learning track, Bamberg. - 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. - Andre Busche, Ruth Janning, Tomas Horvath, Lars Schmidt-Thieme (2012):
A Unifying Framework for GPR Image Reconstruction, in 36nd Annual Conference of the Gesellschaft für Klassifikation (GfKl 2012). - Andre Busche, Ruth Janning, Tomas Horvath, Lars Schmidt-Thieme (2012):
Some Improvements for Multi-Hyperbola Detection on GPR Data, in Workshop on Knowledge Discovery, Data Mining and Machine Learning (KDML 2012). - Ruth Janning, Tomas Horvath, Andre Busche, Lars Schmidt-Thieme (2012):
Pipe Localization by Apex Detection, in Proceedings of the IET international conference on radar systems (Radar 2012), Glasgow, Scotland. - Ruth Janning, Tomas Horvath, Andre Busche, Lars Schmidt-Thieme (2012):
GamRec: a Clustering Method Using Geometrical Background Knowledge for GPR Data Preprocessing, in Artificial Intelligence Applications and Innovations (IFIP Advances in Information and Communication Technology 381), Springer, Heidelberg, Halkidiki, Greece, pp. 347--356. - Daniel Seyfried, Andre Busche, Ruth Janning, Lars Schmidt-Thieme, Jörg Schöbel (2012):
Information Extraction From Ultrawideband Ground Penetrating Radar Data: A Machine Learning Approach, Proceedings of the 7th German Microwave Conference . - Ruth Janning, Christoph Beierle (2011):
Transformation Rules for First-Order Probabilistic Conditional Logic Yielding Parametric Uniformity, in KI 2011, LNAI 7006, Springer-Verlag Berlin Heidelberg, pp. 157--168. Best Theoretical Paper Award. - Ruth Janning (2010):
Commonsense Ontologies and the Use of Words in Natural Language, in GI-Edition - Lecture Notes in Informatics (LNI), P-176: INFORMATIK 2010 Service Science - Neue Perspektiven für die Informatik - Band 2, Bonner Köllen Verlag, pp. 85--90. - Ruth Janning (2010):
Konstruktion von Common Sense-Ontologien durch Analyse natürlicher Sprache, in GI-Edition - Lecture Notes in Informatics (LNI), S-9: Informatiktage 2010, Bonner Köllen Verlag, pp. 31--34.