Standard
Similitude: decentralised adaptation in large-scale P2P recommenders. / Frey, David; Kermarrec, Anne-Marie; Maddock, Christopher et al.
Distributed Applications and Interoperable Systems: 15th IFIP WG 6.1 International Conference, DAIS 2015, Held as Part of the 10th International Federated Conference on Distributed Computing Techniques, DisCoTec 2015, Grenoble, France, June 2-4, 2015, Proceedings. ed. / Alysson Bessani; Sara Bounchenak. Springer, 2015. p. 51-65 (Lecture Notes in Computer Science; Vol. 9038).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Harvard
Frey, D, Kermarrec, A-M, Maddock, C
, Mauthe, AU, Roman, P-L & Taiani, F 2015,
Similitude: decentralised adaptation in large-scale P2P recommenders. in A Bessani & S Bounchenak (eds),
Distributed Applications and Interoperable Systems: 15th IFIP WG 6.1 International Conference, DAIS 2015, Held as Part of the 10th International Federated Conference on Distributed Computing Techniques, DisCoTec 2015, Grenoble, France, June 2-4, 2015, Proceedings. Lecture Notes in Computer Science, vol. 9038, Springer, pp. 51-65.
https://doi.org/10.1007/978-3-319-19129-4_5APA
Frey, D., Kermarrec, A-M., Maddock, C.
, Mauthe, A. U., Roman, P-L., & Taiani, F. (2015).
Similitude: decentralised adaptation in large-scale P2P recommenders. In A. Bessani, & S. Bounchenak (Eds.),
Distributed Applications and Interoperable Systems: 15th IFIP WG 6.1 International Conference, DAIS 2015, Held as Part of the 10th International Federated Conference on Distributed Computing Techniques, DisCoTec 2015, Grenoble, France, June 2-4, 2015, Proceedings (pp. 51-65). (Lecture Notes in Computer Science; Vol. 9038). Springer.
https://doi.org/10.1007/978-3-319-19129-4_5Vancouver
Frey D, Kermarrec A-M, Maddock C
, Mauthe AU, Roman P-L, Taiani F.
Similitude: decentralised adaptation in large-scale P2P recommenders. In Bessani A, Bounchenak S, editors, Distributed Applications and Interoperable Systems: 15th IFIP WG 6.1 International Conference, DAIS 2015, Held as Part of the 10th International Federated Conference on Distributed Computing Techniques, DisCoTec 2015, Grenoble, France, June 2-4, 2015, Proceedings. Springer. 2015. p. 51-65. (Lecture Notes in Computer Science). doi: 10.1007/978-3-319-19129-4_5
Author
Frey, David ; Kermarrec, Anne-Marie ; Maddock, Christopher et al. /
Similitude : decentralised adaptation in large-scale P2P recommenders. Distributed Applications and Interoperable Systems: 15th IFIP WG 6.1 International Conference, DAIS 2015, Held as Part of the 10th International Federated Conference on Distributed Computing Techniques, DisCoTec 2015, Grenoble, France, June 2-4, 2015, Proceedings. editor / Alysson Bessani ; Sara Bounchenak. Springer, 2015. pp. 51-65 (Lecture Notes in Computer Science).
Bibtex
@inproceedings{7eeb3879ff5e4114992bc0e9da1343ef,
title = "Similitude: decentralised adaptation in large-scale P2P recommenders",
abstract = "Decentralised recommenders have been proposed to deliver privacy-preserving, personalised and highly scalable on-line recommendations. Current implementations tend, however, to rely on a hard-wired similarity metric that cannot adapt. This constitutes a strong limitation in the face of evolving needs. In this paper, we propose a framework to develop dynamically adaptive decentralised recommendation systems. Our proposal supports a decentralised form of adaptation, in which individual nodes can independently select, and update their own recommendation algorithm, while still collectively contributing to the overall system{\textquoteright}s mission.Keywords",
author = "David Frey and Anne-Marie Kermarrec and Christopher Maddock and Mauthe, {Andreas Ulrich} and Pierre-Louis Roman and Francois Taiani",
note = "The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-319-19129-4_5",
year = "2015",
month = jun,
doi = "10.1007/978-3-319-19129-4_5",
language = "English",
isbn = "9783319191287",
series = "Lecture Notes in Computer Science",
publisher = "Springer",
pages = "51--65",
editor = "Alysson Bessani and Sara Bounchenak",
booktitle = "Distributed Applications and Interoperable Systems",
}
RIS
TY - GEN
T1 - Similitude
T2 - decentralised adaptation in large-scale P2P recommenders
AU - Frey, David
AU - Kermarrec, Anne-Marie
AU - Maddock, Christopher
AU - Mauthe, Andreas Ulrich
AU - Roman, Pierre-Louis
AU - Taiani, Francois
N1 - The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-319-19129-4_5
PY - 2015/6
Y1 - 2015/6
N2 - Decentralised recommenders have been proposed to deliver privacy-preserving, personalised and highly scalable on-line recommendations. Current implementations tend, however, to rely on a hard-wired similarity metric that cannot adapt. This constitutes a strong limitation in the face of evolving needs. In this paper, we propose a framework to develop dynamically adaptive decentralised recommendation systems. Our proposal supports a decentralised form of adaptation, in which individual nodes can independently select, and update their own recommendation algorithm, while still collectively contributing to the overall system’s mission.Keywords
AB - Decentralised recommenders have been proposed to deliver privacy-preserving, personalised and highly scalable on-line recommendations. Current implementations tend, however, to rely on a hard-wired similarity metric that cannot adapt. This constitutes a strong limitation in the face of evolving needs. In this paper, we propose a framework to develop dynamically adaptive decentralised recommendation systems. Our proposal supports a decentralised form of adaptation, in which individual nodes can independently select, and update their own recommendation algorithm, while still collectively contributing to the overall system’s mission.Keywords
U2 - 10.1007/978-3-319-19129-4_5
DO - 10.1007/978-3-319-19129-4_5
M3 - Conference contribution/Paper
SN - 9783319191287
T3 - Lecture Notes in Computer Science
SP - 51
EP - 65
BT - Distributed Applications and Interoperable Systems
A2 - Bessani, Alysson
A2 - Bounchenak, Sara
PB - Springer
ER -
