Intelligent Systems Group (ISG)

Welcome to the Intelligent Systems Group (ISG), headed by Prof. Joeran Beel. We conduct research in recommender systems (RecSys), personalization and information retrieval (IR) as well as on automated machine learning (AutoML), meta-learning and algorithm selection. Domains we are particularly interested in include smart places, eHealth, manufacturing (industry 4.0), mobility, visual computing, and digital libraries.

We founded and maintain, among others, Darwin & Goliath, Recommender-Systems.com, Mr. DLib, and Docear, each with thousands of users; we contributed to TensorFlow, JabRef, and others; and we developed the first prototypes of automated recommender systems (AutoSurprise and Auto-CaseRec) and Federated Meta-Learning.

The page you are currently looking at is https://ISG.ETI.Uni-Siegen.de, however, you find our primary homepage at https://ISG.beel.org.