Nava Tintarev

Presenting Challenging Recommendations : Making Diverse News Acceptable

2017

Recommender systems find relevant content for us online, including the personalized news we increasingly receive on Twitter and Facebook. As a consequence of personalization, we increasingly see content that agrees with our views, we cease …

Considerations for applying logical reasoning to explain neural network outputs

2020 · Research Publications (Maastricht University)

We discuss the impact of presenting explanations to people for Artificial Intelligence (AI) decisions powered by Neural Networks, according to three types of logical reasoning (inductive, deductive, and abductive). We start from examples in the …