Publications

Jasberg, Kevin and Sergej Sizov (2018). “Human Uncertainty in Explicit User Feedback and its Impact on Data Analytics, Machine Learning and User-Related Reasoning”. Behaviour & Information Technology, no pages yet.

Jasberg, Kevin and Sergej Sizov (2018). “Neuroscientific User Models: The Source of Uncertain User Feedback and Potentials for Improving Recommendation and Personalisation”. In Proceedings of the Conference on Web Information Systems Engineering (WISE), no pages yet.

Jasberg, Kevin and Sergej Sizov (2018). “Human Uncertainty and Ranking Error - Fallacies in Metric-Based Evaluation of Recommender Systems”. In Proceedings of the ACM/SIGAPP Symposium On Applied Computing(SAC). ACM, pp. 1358-1365

Jasberg, Kevin and Sergej Sizov (2018). “Dealing with Uncertainties in User Feedback: Strategies BetweenDenying and Accepting”. arXiv:1802.05895.

Jasberg, Kevin and Sergej Sizov (2018). “Menschliche Unsicherheit in Empfehlungssystemen: Was wir von den klassischen Naturwissenschaften übernehmen können”. Information —  Wissenschaft & Praxis, 69.1, pp. 21–30.

Jasberg, Kevin and Sergej Sizov (2017). “Assessment of Prediction Techniques: The Impact of Human Uncertainty”. In Proceedings of the Conference on Web Information Systems Engineering (WISE). Springer, pp. 106–120.

Jasberg, Kevin and Sergej Sizov (2017). “Probabilistic Perspectives on Collecting Human Uncertainty in Predictive Data Mining”. In Proceedings of the Conference on User Modeling, Adaptation and Personalization (UMAP). ACM, pp. 104–112.

Jasberg, Kevin and Sergej Sizov (2017). “The Magic Barrier Revisited: Accessing Natural Limitations of Recommender Assessment”. In Proceedings of the Conference on Recommender Systems (RecSys). ACM, pp. 56–64

Jasberg, Kevin and Sergej Sizov (2017). “Re-Evaluating the Netflix Prize - Human Uncertainty and its Impacton Reliability”. arXiv:1706.08866.