703334 VU Special Topics 3: Recommender Systems
summer semester 2023 | Last update: 03.04.2023 | Place course on memo listassoz. Prof. Dr. Eva Zangerle assoz. Prof. Dr. Eva Zangerle, +43 512 507 53236
Graduates of this course have obtained an advances understanding in the field of recommender systems and have acquired the ability to independently educate themselves in the field.
Foundations of recommender systems; non-personalized recommendations; collaborative filtering; content-based filtering; hybrid recommender systems; matrix factorization; advanced techniques for recommender systems; evaluation of recommender systems
Interactive lecture; practical exercises and projects; discussion of state-of-the-art research papers
written exam and student presentations
- Practical Recommender Systems; Kim Falk; Manning Publications; 2019.
- Recommender Systems Handbook; Francesco Ricci, Lior Rokach, Bracha Shapira; Springer; 3rd edition; 2022.
- Recommender Systems: The Textbook; Charu C. Aggarwal; Springer; 2016.
Further resources are available on OLAT and in the lecture slides.
For students of the Master’s Programme Information Systems: positive completion of the courses referred to in § 7 (2.2)
- Faculty of Business and Management
- Faculty of Mathematics, Computer Science and Physics
- SDG 4 - Quality education: Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all.
- SDG 9 - Industry, Innovation, and Infrastructure: Build resilient infrastructure, promote inclusive and sustainable industrialization, and foster innovation.
Group 0
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Date | Time | Location | ||
Wed 2023-03-08
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10.00 - 13.00 | 3W03 3W03 | Barrier-free | |
Wed 2023-03-15
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10.00 - 13.00 | 3W03 3W03 | Barrier-free | |
Wed 2023-03-22
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10.00 - 13.00 | 3W03 3W03 | Barrier-free | |
Wed 2023-03-29
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10.00 - 13.00 | 3W03 3W03 | Barrier-free | |
Wed 2023-04-19
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10.00 - 13.00 | 3W03 3W03 | Barrier-free | |
Wed 2023-04-26
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10.00 - 13.00 | 3W03 3W03 | Barrier-free | |
Wed 2023-05-03
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10.00 - 13.00 | 3W03 3W03 | Barrier-free | |
Wed 2023-05-10
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10.00 - 13.00 | 3W03 3W03 | Barrier-free | |
Wed 2023-05-17
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10.00 - 12.45 | Seminarraum 1 (ICT-Gebäude) Seminarraum 1 (ICT-Gebäude) | Barrier-free | |
Wed 2023-05-24
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10.00 - 13.00 | 3W03 3W03 | Barrier-free | |
Wed 2023-05-31
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10.00 - 13.00 | 3W03 3W03 | Barrier-free | |
Wed 2023-06-07
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10.00 - 13.00 | 3W03 3W03 | Barrier-free | |
Wed 2023-06-14
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10.00 - 13.00 | 3W03 3W03 | Barrier-free | |
Wed 2023-06-21
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10.00 - 13.00 | 3W03 3W03 | Barrier-free | |
Wed 2023-06-28
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10.00 - 13.00 | 3W03 3W03 | Barrier-free |