Personal information

Name: Avar Pentel

Institution: Taltech
Department: College of Virumaa
E-mail: avar.pentel@taltech.ee

Position: Lecturer of Computer Science

CV in ETIS and Google Scholar Profile

Publications

Avar Pentel (2018). Predicting User Age by Keystroke Dynamics. Artificial Intelligence and Algorithms in Intelligent Systems pp 336-343, Advances in Intelligent Systems and Computing, vol. 764, Springer.
Avar Pentel (2017). High Precision Handedness Detection Based on Short Input Keystroke Dynamics. 8th International Conference on Information, Intelligence, Systems & Applications (IISA), 27-30 Aug. 2017, Larnaca, Cypros, IEEE Digital Library
Avar Pentel (2017). Predicting Age and Gender by Keystroke Dynamics and Mouse Patterns. In Proceedings of UMAP'17 Adjunct, Bratislava, Slovakia, July 09-12, 2017, ACM Digital Library
doi.org/10.1145/3099023.3099105
Avar Pentel (2017). Emotions and User Interactions with Keyboard and Mouse. 8th International Conference on Information, Intelligence, Systems & Applications (IISA), 27-30 Aug. 2017, Larnaca, Cypros, IEEE Digital Library.
Avar Pentel (2015). Employing Think-Aloud Protocol to Connect User Emotions and Mouse Movements. 6th IEEE International Conference on Information, Intelligence, Systems and Applications (IISA2015), Ionian University, Corfu, Greece, July 6-8, 2015. IEEE Digital Library
Avar Pentel (2015). Effect of Different Feature Types on Age based Classification of Short Texts. 6th IEEE International Conference on Information, Intelligence, Systems and Applications (IISA2015), Ionian University, Corfu, Greece, July 6-8, 2015. IEEE Digital Library
Avar Pentel (2015). Patterns of Confusion: Using Mouse Logs to Predict User's Emotional State. 5th International Workshop on Personalization Approaches in Learning Environments (PALE 2015) in conjunction with 23rd Conference on User Modelling, Adaptation and Personalization (UMAP 2015). June 30th, 2015, Trinity College, Dublin (Ireland).
Avar Pentel (2015). Automatic Age Detection Using Text Readability Features. Workshop on Tools and Technologies in Statistics, Machine Learning and Information Retrieval for Educational Data Mining (SMLIR), in conjuction of The 8th International Conference on Educational Data Mining (EDM 2015), June 26, 2015 - June 29, 2015, Madrid, Spain.
Avar Pentel (2015). Employing Relation Between Reading and Writing Skills on Age Based Categorization of Short Estonian Texts. 1st workshop on Deep Content Analytics Techniques for Personalized and Intelligent Services, in conjuction with23rd Conference on User Modelling, Adaptation and Personalization (UMAP 2015). June 30th, 2015, Trinity College, Dublin (Ireland).
Avar Pentel (2014) A Comparison of Different Feature Sets for Age-Based Classification of Short Texts

Public Datasets

Work in Progress

Click target prediction by mouse movements
What keystorke and mouse dynamics tell about user personality
Handedness, keystroke and mouse dynamics
User gaze and mouse movement correlations in different contexts
Predicting user posture/position by analyzing keystroke dynamics and mouse movements
How different techology influences keystroke dynamics and mouse patterns