Tagungsbeiträge
Baseline Algorithms for Predicting the Interest in News based on Multimedia-Data
Autor | Andreas Lommatzsch, Benjamin Kille | |
Quelle | NewsREEL Multimedia @ MediaEval 2018, Sophia Antipolis, France, October 31, 2018 | |
Links | Download | BibTeX | Uni-Bibliothek | |
The analysis of images in the context of recommender systems is a challenging research topic. NewsREEL Multimedia enables researchers to study new algorithms with a large dataset. The dataset comprises news items and the number of impressions as a proxy for interestingness. Each news article comes with textual and image features. This paper presents data characteristics and baseline prediction models. We discuss the performance of these predictors. |