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 125
- Downloads 0
A Novel Approach for Discovery Quantitative Fuzzy Multi-Level Association Rules Mining Using Genetic Algorithm
Quantitative multilevel association rules mining is a central field to realize motivating associations among data components with multiple levels abstractions. The problem of expanding procedures to handle quantita...
Flowcharting the Meaning of Logic Formulas
In logic, representation of a domain (e.g., physical reality) comprises the things its expressions (formulas) refer to and their relationships. Recent research has examined the realm of nonsymbolic representations,...
CBR in the service of accident cases evaluating
This paper introduces a research aiming at the development of a decision support system concerning the approval of automated railway transportation systems. The objective is to implement a valuation method for the degree...
Digital Library of Expert System Based at Indonesia Technology University
Digital library is a very interesting phenomenon in the world of libraries. In this era of globalization, the digital library is needed by students, faculty, and the community in the search for quick reference thro...
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...