Cognitive Priming: Assessing the Use of Non-conscious Perception to Enhance Learner’s Reasoning Ability
Current Intelligent Tutoring Systems (ITS) employ explicit and direct learning strategies when interacting with learners. Although these ITS use cognitive and logical models to analyze the conscious cognitive processes behind reasoning, we believe that in specific situations during knowledge acquisition, such as reasoning, unconscious cognitive processes are heavily solicited in the brain. In this paper, we will propose a complimentary and novel learning strategy to current ITS aimed at enhancing reasoning in a problem solving environment. This approach, called Cognitive Priming, is based on neural correlates of non-conscious perception. We will present two studies that have positively conditioned learners and enhanced different dimensions of their reasoning skills by employing a technique based on the science of subliminal perception. We will also present relevant cerebral data recorded throughout the studies and discuss the importance of such findings for the community.
KeywordsCognitive priming reasoning problem solving EEG ITS
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- 2.Hassin, R.R., Uleman, J.S., Bargh, J.A.: The new unconsciousness, p. 575. Oxford University Press, New York (2005)Google Scholar
- 4.Nunez, J.P., Vincente, F.D.: Unconscious learning. Conditioning to subliminal visual stimuli. The Spanish Journal of Psychology 7(1), 15 (2004)Google Scholar
- 5.Del Cul, A., Baillet, S., Dehaene, S.: Brain Dynamics Underlying the Nonlinear Threshold for Access to Consciousness. PLoS Biololgy 5(10), 2408–2423 (2007)Google Scholar
- 9.Wallace, F.L., Flaherty, J.M., Knezek, G.A.: The Effect of Subliminal HELP Presentations on Learning a Text Editor. Information Processing and Management 27(2/3), 7 (1991)Google Scholar
- 10.Schutte, P.C.: Assessing the Effects of Momentary Priming on Memory Retention During an Interference Task. In: Computer Science 2005, p. 103. Virginia Commonwealth University, Virginia (2005)Google Scholar
- 11.Chalfoun, P., Frasson, C.: Subliminal cues while teaching: HCI technique for enhanced learning. Advances in Human Computer Interaction: Special Issue on Subliminal Communication in Human-Computer Interaction (2011) (1)Google Scholar
- 13.Strahan, E.J., Spencer, S.J., Zanna, M.P.: Subliminal priming and persuasion: Striking while the iron is hot. Journal of Experimental Social Psychology 6(38), 13 (2002)Google Scholar
- 14.Sandkühler, S., Bhattacharya, J.: Deconstructing insight: EEG correlates of Insightful Problem Solving. PLOS One 3(1) (2008)Google Scholar
- 15.Hyungkyu, K., Jangsik, C., Eunjung, L.: EEG Asymmetry Analysis of the Left and Right Brain Activities During Simple versus Complex Arithmetic Learning. Journal of Neurotherapy 13 (2009)Google Scholar