Most modern recommendation systems use the approach of collaborative filtering: users that are believed to behave alike are used to produce recommendations. In this work we describe an application (Liquid FM) taking a completely different approach. Liquid FM is a music recommendation system that makes the user responsible for the recommended items. Suggestions are the result of a voting scheme, employing the idea of viscous democracy [3]. Liquid FM can also be thought of as the first testbed for this voting system. In this paper we outline the design and architecture of the application, both from the theoretical and from the implementation viewpoints.

Liquid FM: recommending music through viscous democracy / P. Boldi, C. Monti, M. Santini, S. Vigna (CEUR WORKSHOP PROCEEDINGS). - In: IIR 2015 : Italian Information Retrieval Workshop / [a cura di] P. Boldi, R. Perego, F. Sebastiani. - Riedizione. - [s.l] : CEUR (http://ceur-ws.org), 2015 May 25. - pp. 1-12 (( Intervento presentato al 6. convegno Italian Information Retrieval tenutosi a Cagliari nel 2015.

Liquid FM: recommending music through viscous democracy

P. Boldi
Primo
;
C. Monti
Secondo
;
M. Santini
Penultimo
;
S. Vigna
Ultimo
2015

Abstract

Most modern recommendation systems use the approach of collaborative filtering: users that are believed to behave alike are used to produce recommendations. In this work we describe an application (Liquid FM) taking a completely different approach. Liquid FM is a music recommendation system that makes the user responsible for the recommended items. Suggestions are the result of a voting scheme, employing the idea of viscous democracy [3]. Liquid FM can also be thought of as the first testbed for this voting system. In this paper we outline the design and architecture of the application, both from the theoretical and from the implementation viewpoints.
No
English
Settore INF/01 - Informatica
Intervento a convegno
Sì, ma tipo non specificato
Ricerca applicata
Pubblicazione scientifica
IIR 2015 : Italian Information Retrieval Workshop
P. Boldi, R. Perego, F. Sebastiani
Riedizione
CEUR (http://ceur-ws.org)
25-mag-2015
1
12
12
1404
Volume a diffusione internazionale
Italian Information Retrieval
Cagliari
2015
6
Convegno nazionale
Intervento inviato
Aderisco
P. Boldi, C. Monti, M. Santini, S. Vigna
Book Part (author)
open
273
Liquid FM: recommending music through viscous democracy / P. Boldi, C. Monti, M. Santini, S. Vigna (CEUR WORKSHOP PROCEEDINGS). - In: IIR 2015 : Italian Information Retrieval Workshop / [a cura di] P. Boldi, R. Perego, F. Sebastiani. - Riedizione. - [s.l] : CEUR (http://ceur-ws.org), 2015 May 25. - pp. 1-12 (( Intervento presentato al 6. convegno Italian Information Retrieval tenutosi a Cagliari nel 2015.
info:eu-repo/semantics/bookPart
4
Prodotti della ricerca::03 - Contributo in volume
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/371309
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