My latest publication, co authored with Evangelos Kapros is now available, a summary is provided below
While cultural analytics has become a well-established visualization method for big image and video data, the domains in which it has been used have focused on traditional media. Magazine covers, photography, manga, and video frames have been the main domains of exploration so far. In this paper, we propose cultural analytics as a means to analyze icons from software applications—these are not traditionally analyzed as media artifacts; however, new and interesting results may occur from treating them as traditional media. The aim is to better understand an application domain by analyzing the icons of its software applications.
As a case study, we visualized and analyzed the icons of 158,200 educational apps that were uploaded to Apple’s App Store from July 2008 to November 2014. The contribution of this project is twofold. Firstly, we demonstrate how analysing the software icons of an application domain (in our case, education) can help researchers gain insights into the domain. Secondly, within cultural analytics we developed a visualization technique (“time-freeze” timeline) that helps follow a trail of an app’s icon through its updates. We anticipate the “time-freeze” timeline visualization to be useful for cultural analytics at large, as a way to present imagery that is updated, and not specifically for visualizing icons.
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