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The effect of colour use on the quality of websites
Umeå University, Faculty of Science and Technology, Department of Computing Science.
2016 (English)Independent thesis Advanced level (degree of Master (One Year)), 10 credits / 15 HE creditsStudent thesis
Abstract [en]

The design of a website is important for the success of a company. Colours play an important part in websites. The goal of this thesis is to find out how the use of colour in websites relates to the quality of websites. Different aspects are studied. First it was found that the harmony of a colour palette only weakly correlates with the quality of a website. This correlation increases when only darker colour palettes are used. Next a method was proposed to extract the colour palette from a website. This novel method takes the saliency of the pixels in a website into account. Lastly, the palettes extracted using this method were utilized to propose a model to explain the relation between colour use and quality of websites. Sixty-one different features were tested using three different methods of feature selection. The accuracy achieved in the best model was low. Future work is suggested to improve on this, which should focus on identifying more relevant features and training the model using a better database.

Place, publisher, year, edition, pages
2016. , 48 p.
Keyword [en]
colour, websites, colour harmony, saliency, machine learning, feature selection
National Category
Human Computer Interaction
Identifiers
URN: urn:nbn:se:umu:diva-126406OAI: oai:DiVA.org:umu-126406DiVA: diva2:1032889
External cooperation
EyeQuant
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Available from: 2017-02-17 Created: 2016-10-04 Last updated: 2017-02-17Bibliographically approved

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fulltext(1468 kB)30 downloads
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3268bbca1a2e7e35093ddbec89f21ac1d7fa784c4863600cd62064635b1c8ca4a6d46fb93c7461ebb73f0013990912b7c3d4bd2c82783c8d0f938edd3d8b8bb5
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Department of Computing Science
Human Computer Interaction

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CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf