Based on the importance of knowledge connection to product design, design thinking is regarded as an information processing mechanism whose core is establishing knowledge connection, and stimulus information and design problems are believed to be able to effect synergistically in idea generation. More importantly, one of the key factors that influences knowledge connection is the knowledge domain distance between stimulus information and design problems. Based on that, stimulus information is divided into three levels of abstraction,‘intra-domain’,‘close inter-domain’ and‘far inter-domain’, and Electroencephalogram (EEG) experiment about bicycle designing task is conducted. The cognitive activity data and EEG alpha band (lower alpha band and upper alpha band) data of eight subjects in one free design task and three information stimulating design tasks are collected and processed. It is proved by the analysis of cognitive activity data that knowledge connection acts as the core in the thinking process of idea generation. With Alternative Uses test as a reference, the analysis of variance (ANOVA) of EEG alpha band data shows the results as follows:in free design task and AU test alpha (upper/lower band) synchronizations of subjects show no significant differences; in stimulus information tasks subjects show stronger alpha (upper/lower band) synchronization than in free design task, which means that subjects show more focused on the cognitive process in stimulus information tasks than in free design task; the multiple comparisons of tasks, brain areas and other factors are observed to prove that the stimulation distance of stimulus information has certain connections with the levels of brain activation.
YUAN Ping
,
XIONG Yan
,
LI Yan
,
LIU Longfan
,
LI Mengdie
. An Exploration into the Influence of Stimulation Distance of Stimulus Information on Design Thinking based on EEG Alpha Activity[J]. Journal of Mechanical Engineering, 2017
, 53(15)
: 40
-48
.
DOI: 10.3901/JME.2017.15.040
[1] CROSS N. Designerly ways of knowing[D]. London:Springer,2006.
[2] BONO E. Serious creativity:Using the power of lateral thinking to create new ideas[D]. London:HarperCollins Publishers,1992.
[3] GOLDSCHMIDT G. Ubiquitous serendipity:Potential visual design stimuli are everywhere[C]//Studying visual and spatial reasoning for design creativity. Dordrecht:Springer Netherlands,2015:205-214.
[4] LⅡKKANEN L A,PERTTULA M K. Contextual cueing and verbal stimuli in design idea generation[C]//Design computing and cognition'06. Dordrecht:Springer Netherlands,2006:619-631.
[5] CHENG P,MUGGE R,SCHOORMANSJ P L. A new strategy to reduce design fixation:Presenting partial photographs to designers[J]. Design Studies,2014,35(4):374-391.
[6] MEDNICK S. The associative basis of the creative process[J]. Psychological Review,1962,69(3):220-232.
[7] MEDNICK S A,MEDNICK M T. Examiner's manual, remote associates test:College and adult forms 1 and 2[D]. Boston:Houghton Mifflin,1967.
[8] ACAR S,RUNCO M A. Assessing associative distance among ideas elicited by tests of divergent thinking[J]. Creativity Research Journal,2014,26(2):229-238.
[9] PLUCKER J A,BEGHETTO R A. Why creativity is domain general,why it looks domain specific,and why the distinction doesn't matter[C]//Washington DC:American Psychological Association,2004:153-168.
[10] ZAHNER D,NICKERSON J V,TVERSKY B, et al. A fix for fixation? rerepresenting and abstracting as creative processes in the design of information systems[J]. Artificial Intelligence for Engineering Design,Analysis and Manufacturing,2010,24(2):231-244.
[11] FINK A,BENEDEK M,GRABNER R H,et al. Creativity meets neuroscience:Experimental tasks for the neuroscientific study of creative thinking[J]. Methods,2007,42:68-76.
[12] MOLLE M,MARSHALL L,WOLF B,et al. EEG complexity and performance measures of creative thinking[J]. Psychophysiology, 1999,36:95-110.
[13] BHATTACHARYA J,PETSCHE H. Drawing on mind's canvas:Differences in cortical integration patterns between artists and non-artists[J]. Human Brain Mapping,2005,26:1-14.
[14] FINK A,BENEDEK M. EEG alpha power and creative ideation[J]. Neuroscience & Biobehavioral Reviews,2014,44:111-123.
[15] RAZUNIKOVA O M. Functional organization of different brain areas during convergent and divergent thinking:An EEG investigation[J]. Cognitive Brain Research,2002,10:11-18.
[16] PINK D H. A whole new mind:Why right-brainers will rule the future[M]. USA:Riverhead Books,2006.
[17] JOHNSON S. Where good ideas come from:The natural history of innovation[M]. UK:Penguin Group,2010.
[18] VISVANATHAN V K,LINSEY J S. Physical models and design thinking:A study of functionality,novelty and variety of ideas[J]. Journal of Mechanical Design,2012,134(9):091004.
[19] GOTLIB I H,JOORNANN J. Cognition and depression:Current status and future directions[J]. Annual Review of Clinical Psychology,2010,6:285-312.
[20] 麻广林,具有认知机理的创新设计创意方案生成方法研究[D]. 成都:四川大学,2009. MA Guanglin. Research on idea generation method with cognitive mechanism for conceptual design[D]. Chengdu:Sichuan University,2009
[21] FINK A, GRAIF B, NEUBAUER A C. Brain correlates underlying creative thinking:EEG alpha activity in professional vs. novice dancers[J]. NeuroImage,2009. 46(3):854-862.
[22] AFTANAS L I,GOLOCHEIKINE S A. Human anterior and frontal midline theta and lower alpha reflect emotionally positive state and internalized attention:High-resolution EEG investigation of meditation[J]. Neuroscience Letters,2001,310(1):57-60.
[23] KlIMESCH W,SCHIMKE H,PFURTSCHELLER G. Alpha frequency,cognitive load and memory performance[J]. Brain Topography,1993,5(3):241-251.
[24] FUMURO T, MATSUHASHI M, MIYAZAKI T, et al. Alpha-band desynchronization in human parietal area during reach planning[J]. Clinical Neurophysiology,2015, 126(4):756-762.
[25] WANG J R,HSIEH S. Neurofeedback training improves attention and working memory performance[J]. Clinical Neurophysiology,2013,124(12):2406-2420.
[26] BENEDEK M,BERGNER S,KONEN T,et al. EEG alpha synchronization is related to top-down processing in convergent and divergent thinking[J]. Neuropsychologia, 2011,49(12):3505-3511.