TY - GEN
T1 - CogniKit
T2 - 25th International Conference on Intelligent User Interfaces, IUI 2020
AU - Costi, Andreas
AU - Belk, Marios
AU - Fidas, Christos
AU - Constantinides, Argyris
AU - Pitsillides, Andreas
N1 - Publisher Copyright:
© 2020 International Conference on Intelligent User Interfaces, Proceedings IUI. All rights reserved.
PY - 2020/3/17
Y1 - 2020/3/17
N2 - This paper presents CogniKit; an extensible tool for human cognitive modeling. It is based on the analysis, classification and visualization of eye tracking data such as gaze points, fixation count and duration, saccades, gaze transition and stationary entropy, heat maps, areas of interests, etc. These are further processed, analyzed and classified for detecting higher level human cognitive factors such as cognitive processing styles and abilities. CogniKit comprises of two main components: i) a software application that collects and processes low- and highlevel eye gaze data metrics in real-time; and ii) an extensible interactive workbench for storing, analyzing, classifying and visualizing the collected eye gaze data. We developed an example application to demonstrate the use of CogniKit within a practical scenario.
AB - This paper presents CogniKit; an extensible tool for human cognitive modeling. It is based on the analysis, classification and visualization of eye tracking data such as gaze points, fixation count and duration, saccades, gaze transition and stationary entropy, heat maps, areas of interests, etc. These are further processed, analyzed and classified for detecting higher level human cognitive factors such as cognitive processing styles and abilities. CogniKit comprises of two main components: i) a software application that collects and processes low- and highlevel eye gaze data metrics in real-time; and ii) an extensible interactive workbench for storing, analyzing, classifying and visualizing the collected eye gaze data. We developed an example application to demonstrate the use of CogniKit within a practical scenario.
KW - Classification Visualization
KW - Eye Gaze Analysis
KW - Human Cognitive Differences
UR - http://www.scopus.com/inward/record.url?scp=85082169458&partnerID=8YFLogxK
U2 - 10.1145/3379336.3381460
DO - 10.1145/3379336.3381460
M3 - Conference contribution
AN - SCOPUS:85082169458
T3 - International Conference on Intelligent User Interfaces, Proceedings IUI
SP - 130
EP - 131
BT - Proceedings of the 25th International Conference on Intelligent User Interfaces Companion. IUI 2020
PB - Association for Computing Machinery
Y2 - 17 March 2020 through 20 March 2020
ER -