Cognitive Activity during Web Search

Searching on the Web or Net-surfing is a part of everyday life for many people, but little is known about the brain activity during Web searching. Such knowledge is essential for better understanding of the cognitive demands imposed by the search system and search tasks. The current study contributes to this understanding by constructing brain networks from EEG data using normalized transfer entropy (NTE) during three Web search task stages: query formulation, viewing of a search result list and reading each individual content page. This study further contributes to the connectivity analysis of the constructed brain networks, since it is an advanced quantitative technique which enables the exploration of brain function by distinct and varied brain areas. By using this approach, we identified that the cognitive activities during the three stages of Web searching are different, with various brain areas becoming more active during the three Web search task stages. Of note, query formulation generated higher interaction between cortical regions than viewing a result list or reading a content page. These findings will have implications for the improvement of Web search engines and search interfaces.

[1]  Soo Young Rieh,et al.  Dual-task performance as a measure of mental effort in searching a library system and the Web , 2006, ASIST.

[2]  Md. Hedayetul Islam Shovon,et al.  Transfer Entropy and Information Flow Patterns in Functional Brain Networks during Cognitive Activity , 2014, ICONIP.

[3]  Schreiber,et al.  Measuring information transfer , 2000, Physical review letters.

[4]  Olaf Sporns,et al.  Complex network measures of brain connectivity: Uses and interpretations , 2010, NeuroImage.

[5]  Amanda Spink,et al.  Toward a web search model: Integrating multitasking, cognitive coordination, and cognitive shifts , 2011, J. Assoc. Inf. Sci. Technol..

[6]  Falk Scholer,et al.  The effect of threshold priming and need for cognition on relevance calibration and assessment , 2013, SIGIR.

[7]  Arnaud Delorme,et al.  EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis , 2004, Journal of Neuroscience Methods.

[8]  Jacek Gwizdka,et al.  Applications of neuroimaging in information science: Challenges and opportunities , 2013, ASIST.

[9]  Boris Gourévitch,et al.  Evaluating information transfer between auditory cortical neurons. , 2007, Journal of neurophysiology.

[10]  Jacek Gwizdka,et al.  Distribution of cognitive load in Web search , 2010, J. Assoc. Inf. Sci. Technol..

[11]  Jacek Gwizdka,et al.  Dynamic assessment of information acquisition effort during interactive search , 2011, ASIST.

[12]  Jia Tina Du Cognitive coordinating behaviors in multitasking web search , 2011, SIGIR '11.