A Picture Paints a Thousand Words but Can it Paint Just One?

被引:2
|
作者
Robb, David A. [1 ]
Padilla, Stefano [1 ]
Methven, Thomas S. [1 ]
Kalkreuter, Britta [2 ]
Chantler, Mike J. [1 ]
机构
[1] Heriot Watt Univ, Sch Math & Comp Sci, Edinburgh EH14 4AS, Midlothian, Scotland
[2] Heriot Watt Univ, Sch Text & Design, Edinburgh EH14 4AS, Midlothian, Scotland
基金
英国工程与自然科学研究理事会;
关键词
Design feedback; image browsing; similarity; clustering; semiotics; image summarization; visual communication; perception; emotion; mood; crowdsourcing; EMOTIONS;
D O I
10.1145/2901790.2901791
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Imagery and language are often seen as serving different aspects of cognition, with cognitive styles theories proposing that people can be visual or verbal thinkers. Most feedback systems, however, only cater to verbal thinkers. To help rectify this, we have developed a novel method of crowd communication which appeals to those more visual people. Designers can ask a crowd to feedback on their designs using specially constructed image banks to discover the perceptual and emotional theme perceived by possible future customers. A major component of the method is a summarization process in which the crowd's feedback, consisting of a mass of images, is presented to the designer as a digest of representative images. In this paper we describe an experiment showing that these image summaries are as effective as the full image selections at communicating terms. This means that designers can consume the new feedback confident that it represents a fair representation of the total image feedback from the crowd.
引用
收藏
页码:959 / 970
页数:12
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