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In this paper, we study factors that influence tag reuse behavior in socialtagging systems. Our work is guided by the activation equation of the cognitivemodel ACT-R, which states that the usefulness of information in human memorydepends on the three factors usage frequency, recency and semantic context. Itis our aim to shed light on the influence of these factors on tag reuse. In ourexperiments, we utilize six datasets from the social tagging systems Flickr,CiteULike, BibSonomy, Delicious, LastFM and MovieLens, covering a range ofvarious tagging settings. Our results confirm that frequency, recency andsemantic context positively influence the reuse probability of tags. However,the extent to which each factor individually influences tag reuse stronglydepends on the type of folksonomy present in a social tagging system. Our workcan serve as guideline for researchers and developers of tag-based recommendersystems when designing algorithms for social tagging environments.

The Influence of Frequency, Recency and Semantic Context on the Reuse of Tags in Social Tagging Systems