Publication

Here you can find scientific publications of Know-Center employees

Attention Please! A Hybrid Resource Recommender Mimicking Attention-Interpretation Dynamics

P Seitlinger, D Kowald, S Kopeinik, I Hasani-Mavriqi, T Ley, E Lex – In 24rd International World Wide Web Conference (WW…, 2015

Refining Frequency-Based Tag Reuse Predictions by Means of Time and Semantic Context

D Kowald, S Kopeinik, P Seitlinger, T Ley, D Albert, C Trattner – MSM-MUSE PostProceedings, 2015

In this paper, we introduce a tag recommendation algorithm that mimics the way humans draw on items in their long-term memory. Based on a theory of human memory, the approach estimates a tag's probability being applied by a particular user as a function of usage frequency and recency of the…

Forgetting the Words but Remembering the Meaning: Modeling Forgetting in a Verbal and Semantic Tag Recommender

D Kowald, P Seitlinger, S Kopeinik, T Ley, C Trattner – MSM-MUSE PostProceedings, 2015

We assume that recommender systems are more successful, when they are based on a thorough understanding of how people process information. In the current paper we test this assumption in the context of social tagging systems. Cognitive research on how people assign tags has shown that they draw on two…

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