Finding Top UI/UX Design Talent on Adobe Behance

摘要

The Behance social network allows professionals of diverse artistic disciplines to exhibit their work and connect amongst each other. We investigate the network properties of the UX/UI designer subgraph. Considering the subgraph is motivated by the idea that professionals in the same discipline are more likely to give a realistic assessment of a colleague's work. We therefore developed a metric to assess the influence and importance of a specific member of the community based on structural properties of the subgraph and additional measures of prestige. For that purpose, we identified appreciations as a useful measure to include in a weighted PageRank algorithm, as it adds a notion of perceived quality of the work in the artist's portfolio to the ranking, which is not contained in the structural information of the graph. With this weighted PageRank, we identified locations that have a high density of influential UX/UI designers.