Profiling User Colour Preferences with BFI-44 Personality Traits

Nowadays, a lot of attention is paid to personalisation of services and content presented to a user. Personalisation is based on profiles of a users built on top of diverse data: logs, texts, pictures, etc. The goal of the paper is to analyse a connection between a type of user’s personality and his colour preferences, to enable for personalisation. To reach this goal, correlations between outcomes of BFI-44 Personality Traits and colour preferences inspired by Plutchik’s Wheel of Emotions for individual users were analysed. 144 respondents had been surveyed with a questionnaire to enable the analysis. The results were analysed using linear models for different personality traits. Outcomes, together with their quality assessment, are presented in the paper.

[1]  Sahin Albayrak,et al.  Ants in the OCEAN: Modulating Agents with Personality for Planning with Humans , 2014, EUMAS.

[2]  A. M. Patil,et al.  Content Based Image Retrieval Using Color and Shape Features , 2012 .

[3]  Allan Hanbury,et al.  Affective image classification using features inspired by psychology and art theory , 2010, ACM Multimedia.

[4]  Nicolas Tsapatsoulis,et al.  Evaluating the descriptive power of Instagram hashtags , 2016, J. Innov. Digit. Ecosyst..

[5]  Jimmy Sanderson,et al.  I'm Going to Instagram It! An Analysis of Athlete Self-Presentation on Instagram , 2015 .

[6]  Virgílio A. F. Almeida,et al.  Dawn of the Selfie Era: The Whos, Wheres, and Hows of Selfies on Instagram , 2015, COSN.

[7]  Baiping Tao,et al.  Personality trait correlates of color preference in schizophrenia , 2015, Translational neuroscience.

[8]  Eric Gilbert,et al.  Faces engage us: photos with faces attract more likes and comments on Instagram , 2014, CHI.

[9]  R. Simes,et al.  An improved Bonferroni procedure for multiple tests of significance , 1986 .

[10]  S. Srivastava,et al.  The Big Five Trait taxonomy: History, measurement, and theoretical perspectives. , 1999 .

[11]  Dongqing Zhang,et al.  Contextual Dominant Color Name Extraction for Web Image Search , 2012, 2012 IEEE International Conference on Multimedia and Expo Workshops.

[12]  Bruce Ferwerda,et al.  Predicting Personality Traits with Instagram Pictures , 2015, EMPIRE@RecSys.

[13]  Lauren M. Burch,et al.  Communicating via photographs: A gendered analysis of Olympic athletes’ visual self-presentation on Instagram , 2016 .

[14]  S. Labovitz Criteria for Selecting a Significance Level: : A Note on the Sacredness of .05 , 2017 .

[15]  Lyle H. Ungar,et al.  Analyzing Personality through Social Media Profile Picture Choice , 2016, ICWSM.

[16]  Lisa Rosenthal,et al.  Instagram #Instasad?: Exploring Associations Among Instagram Use, Depressive Symptoms, Negative Social Comparison, and Strangers Followed , 2015, Cyberpsychology Behav. Soc. Netw..

[17]  Subbarao Kambhampati,et al.  What We Instagram: A First Analysis of Instagram Photo Content and User Types , 2014, ICWSM.

[18]  Heng-Da Cheng,et al.  Effective image retrieval using dominant color descriptor and fuzzy support vector machine , 2009, Pattern Recognit..

[19]  Christina A. Jackson,et al.  Self-presentation mediates the relationship between Self-criticism and emotional response to Instagram feedback , 2017, Personality and Individual Differences.

[20]  Patti M. Valkenburg,et al.  Norms of online expressions of emotion: Comparing Facebook, Twitter, Instagram, and WhatsApp , 2017, New Media Soc..

[21]  Dongwon Lee,et al.  Generation Like: Comparative Characteristics in Instagram , 2015, CHI.

[22]  Shivakant Mishra,et al.  Analyzing Labeled Cyberbullying Incidents on the Instagram Social Network , 2015, SocInfo.

[23]  Raz Schwartz,et al.  Visualizing Instagram: Tracing Cultural Visual Rhythms , 2012, Proceedings of the International AAAI Conference on Web and Social Media.

[24]  Correlation between Personality Types and Color Shade Preference , 2014 .

[25]  Rongrong Ji,et al.  Large-scale visual sentiment ontology and detectors using adjective noun pairs , 2013, ACM Multimedia.

[26]  Matthew Pittman,et al.  Creating, Consuming, and Connecting: Examining the Relationship Between Social Media Engagement and Loneliness , 2015 .

[27]  Nursuriati Jamil,et al.  Automatic Image Annotation Using Color K-Means Clustering , 2009, IVIC.