User Modeling, Adaptation, and Personalization: 21th by à tefan Pero, Tomáš Horváth (auth.), Sandra Carberry,

By à tefan Pero, Tomáš Horváth (auth.), Sandra Carberry, Stephan Weibelzahl, Alessandro Micarelli, Giovanni Semeraro (eds.)

This e-book constitutes the completely refereed lawsuits of the twenty first overseas convention on consumer Modeling, Adaption, and Personalization, held in Rome, Italy, in June 2013. The 21 lengthy and seven brief papers of the study paper song have been rigorously reviewed and chosen from quite a few submissions. The papers disguise the subsequent subject matters: recommender structures, pupil modeling, social media and groups, human cognition, character, privateness, internet curation and consumer profiles, trip and cellular functions, and platforms for aged and disabled individuals.

Show description

Read or Download User Modeling, Adaptation, and Personalization: 21th International Conference, UMAP 2013, Rome, Italy, June 10-14, 2013 Proceedings PDF

Best international books

Protocol Test Systems VIII: Proceedings of the IFIP WG6.1 TC6 Eighth International Workshop on Protocol Test Systems, September 1995

IWPTS'95 (International Workshop on Protocol try platforms) is being held this yr at ! NT (Institut nationwide des Telecommunications), Evry, France, from four to six September, 1995. IWPTS'95 is the 8th of a chain of annual conferences backed by means of the IFIP operating crew WG6. 1 devoted to "Architecture and Protocols for computing device Networks".

User Modeling, Adaptation, and Personalization: 21th International Conference, UMAP 2013, Rome, Italy, June 10-14, 2013 Proceedings

This e-book constitutes the completely refereed court cases of the twenty first foreign convention on person Modeling, Adaption, and Personalization, held in Rome, Italy, in June 2013. The 21 lengthy and seven brief papers of the learn paper tune have been rigorously reviewed and chosen from various submissions.

GLIM 82: Proceedings of the International Conference on Generalised Linear Models

This quantity of Lecture Notes in statistics involves the printed lawsuits of the 1st foreign convention to be hung on the subject of generalised linear types. This convention used to be held from thirteen - 15 September 1982 on the Polytechnic of North London and marked an immense degree within the improvement and enlargement of the GLIM method.

International Yearbook of Nephrology 1993

Nephrology, at first born as a small department of medication, has, within the previous couple of a long time, turn into a unprecedented huge box of drugs. the new improvement of renal drugs is reflected via the various nephrological journals released, a typical outcome of the expanding variety of uncomplicated and scientific learn stories played regularly around the world.

Extra resources for User Modeling, Adaptation, and Personalization: 21th International Conference, UMAP 2013, Rome, Italy, June 10-14, 2013 Proceedings

Sample text

At the same time, laboratory studies and real-world online experiments indicated that higher predictive accuracy does not always correspond to the higher levels of user-perceived quality or to increased sales [5,6]. In fact, content-based approaches showed to work surprisingly well in these studies and recent others such as [7]. With respect to precision and recall – the most popular accuracy metrics according to [1] – recent work also showed that popularity-based methods can represent a comparably strong baseline ([4], [8]).

310–319. ACM, New York (2008) 13. : Interestmap: Harvesting social network profiles for recommendations. In: Beyond Personalization-IUI (2005) 14. : Towards a gravity-based trust model for social networking systems. In: Proceedings of the International Conference on Distributed Computing Systems Workshops, p. 24. IEEE Computer Society, Los Alamitos (2007) 15. : STrust: a trust model for Social Networks. In: IEEE 10th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), pp.

Koren-MF also belongs to this category, which indicates that the recommendation of popular items is only boosted slowly over time. Finally, User-kNN and CB-Filtering initially lead to a stronger diversification of the ratings which then remains stable or increases again. While the effects are clearly amplified through our specific simulation strategy, we believe that the obtained results indicate that there are significant differences between algorithms, which should be taken into account when looking for an appropriate recommendation strategy.

Download PDF sample

Rated 4.39 of 5 – based on 22 votes

About the Author

admin