Cogntive Consistency Analysis in Adaptive Bio-Metric Authentication System Design
Journal Title: International Journal of Advanced Research in Artificial Intelligence(IJARAI) - Year 2015, Vol 4, Issue 7
Abstract
Cognitive consistency analysis aims to continuously monitor one's perception equilibrium towards successful accomplishment of cognitive task. Opposite to cognitive flexibility analysis – cognitive consistency analysis identifies monotone of perception towards successful interaction process (e.g., biometric authentication) and useful in generation of decision support to assist one in need. This study consider fingertip dynamics (e.g., keystroke, tapping, clicking etc.) to have insights on instantaneous cognitive states and its effects in monotonic advancement towards successful authentication process. Keystroke dynamics and tapping dynamics are analyzed based on response time data. Finally, cognitive consistency and confusion (inconsistency) are computed with Maximal Information Coefficient (MIC) and Maximal Asymmetry Score (MAS), respectively. Our preliminary study indicates that a balance between cognitive consistency and flexibility are needed in successful authentication process. Moreover, adaptive and cognitive interaction system requires in depth analysis of user’s cognitive consistency to provide a robust and useful assistance.
Authors and Affiliations
Gahangir Hossain, Habibah Khan, Md. Iqbal Hossain
Keywords
Related Articles
- EP ID EP116943
- DOI 10.14569/IJARAI.2015.040711
- Views 126
- Downloads 0
Method and System for Human Action Detections with Acceleration Sensors for the Proposed Rescue System for Disabled and Elderly Persons Who Need a Help in Evacuation from Disaster Area
Method and system for human action detections with acceleration sensors for the proposed rescue system for disabled and elderly persons who need a help in evacuation from disaster areas is proposed. Not only vital...
METHOD FOR TEALEAVES QUALITY ESTIMATION THROUGH MEASUREMENTS OF DEGREE OF POLAZATION, LEAF AREA INDEX, PHOTOSYNTHESIS AVAILABLE RADIANCE AND NORMALIZED DIFFERENCE VEGETATION INDEX FOR CHARACTERIZATION OF TEALEAVES
Method for tealeaves quality estimation through measurements of Degree of Polarization: DP, Leaf Area Index: LAI, Photosynthesis Available Radiance: PAR and Normalized Difference Vegetation Index: NDVI for characterizati...
A Study of Routing Path Decision Method Using Mobile Robot Based on Distance Between Sensor Nodes
We propose Robot Wireless Sensor Networks (RWSNs) management method for maintaining wireless communication connectivity for a mobile robot teleoperation with considering a distance between sensor nodes. Recent stud...
Fusion of Saliency Maps for Visual Attention Selection in Dynamic Scenes
Human vision system can optionally process the visual information and adjust the contradiction between the limited resources and the huge visual information. Building attention models similar to human visual attent...
Evolutionary Approaches to Expensive Optimisation
Surrogate assisted evolutionary algorithms (EA) are rapidly gaining popularity where applications of EA in complex real world problem domains are concerned. Although EAs are powerful global optimizers, finding opti...