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Advances in session-based and session-aware recommendation

Malte Ludewig, Technische Universität Dortmund
Extensive experiments and a user study surprisingly showed that comparably simple nearest-neighbor techniques usually outperform recent deep learning models across many domains, datasets, and metrics.  ...  In academia, the recommendation problem is often framed as finding suitable items that a user is not yet aware of based on his long-term preference profile.  ...  In: Proceedings of the 25th International Conference on World Wide Web, WWW '16, pp 987-997 Shani G, Heckerman D, Brafman RI (2005) An MDP-Based Recommender System.  ... 
doi:10.17877/de290r-21713 fatcat:kyxn2g2tqzbtpfthb77s247sdi

Importance of Interplay between Science and Politics when Building New Stages

Lassi Heininen, University of Lapland, Finland
2004 Negotiating futures – states, societies and the world : Proceedings of the International Conference Riga, November 11–14, 2004 = Uzrunājot nākotni – valstis, sabiedrības un pasauli : starptautiskās konferences ziņojumi Rīga, 2004. gada 11.–14. novembris   unpublished
A model such as this is both a conceptual map and a diagram of forces.  ...  Douglas in the essay "Risk and Justice" (1992: [19] [20] [21] [22] [23] [24] [25] [26] [27] [28] [29] [30] describes the changes in the meaning of the "risk" concept.  ...  S.) uz vienu iedzīvotāju" 24 .  ... 
doi:10.22364/nfssw.01 fatcat:t7txtax26nh25mbfkdk2e6ykca