Intendierte Lernergebnisse
After the course, students are able toExplain the main goals of recommender systems,describe the main technical approaches to build such systems,evaluate recommender systems,build simple recommender systems.
Lehrmethodik
Mix of lecture and practical exercises (including programming)
Inhalt/e
Recommender Systems Collaborative Filtering, Content-based Filtering, Knowledge-based ApproachesEvaluation of Recommender SystemsProgramming in PythonProgramming of simple recommendation strategies
Literatur
Jannach et al.: Recommender Systems - An Introduction, Cambridge 2010Ricci et al.: Recommender Systems Handbook, Springer 2015