Using qualitative reasoning to model users profiles: An approach to movie recommendations

N. Agell; David Garcia Vidal; Francesc Prats Duaygues; Llorenç Roselló Saurí; Mònica Sánchez Soler

Using qualitative reasoning to model users profiles: An approach to movie recommendations

N. Agell, David Garcia Vidal, Francesc Prats Duaygues, Llorenç Roselló Saurí, Mònica Sánchez Soler

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Producció científica: Contribució a una conferència › Contribució

Resum

This paper presents a methodology for a collaborative recommender system (RS). The methodology is based on the compatibility of groups of users defining their profiles via a qualitative order-of magnitude model. The distributive lattice structure of the space of qualitative descriptions is considered in defining the distance between existing users and the RSs new users. An application to movie recommendations is presented to show and compare the efficiency of the proposed methodology.

Idioma original	Anglès
Estat de la publicació	Publicada - 16 de jul. 2011
Esdeveniment	25th International Workshop on Qualitative Reasoning (QR 2011) - Durada: 16 de jul. 2011 → 18 de jul. 2011

Conferència

Conferència	25th International Workshop on Qualitative Reasoning (QR 2011)
Període	16/07/11 → 18/07/11

Com citar-ho

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title = "Using qualitative reasoning to model users profiles: An approach to movie recommendations",

abstract = "This paper presents a methodology for a collaborative recommender system (RS). The methodology is based on the compatibility of groups of users defining their profiles via a qualitative order-of magnitude model. The distributive lattice structure of the space of qualitative descriptions is considered in defining the distance between existing users and the RSs new users. An application to movie recommendations is presented to show and compare the efficiency of the proposed methodology.",

author = "N. Agell and {Garcia Vidal}, David and {Prats Duaygues}, Francesc and {Rosell{\'o} Saur{\'i}}, Lloren{\c c} and {S{\'a}nchez Soler}, M{\`o}nica",

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day = "16",

language = "English",

note = "25th International Workshop on Qualitative Reasoning (QR 2011) ; Conference date: 16-07-2011 Through 18-07-2011",

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T1 - Using qualitative reasoning to model users profiles: An approach to movie recommendations

AU - Agell, N.

AU - Garcia Vidal, David

AU - Prats Duaygues, Francesc

AU - Roselló Saurí, Llorenç

AU - Sánchez Soler, Mònica

PY - 2011/7/16

Y1 - 2011/7/16

N2 - This paper presents a methodology for a collaborative recommender system (RS). The methodology is based on the compatibility of groups of users defining their profiles via a qualitative order-of magnitude model. The distributive lattice structure of the space of qualitative descriptions is considered in defining the distance between existing users and the RSs new users. An application to movie recommendations is presented to show and compare the efficiency of the proposed methodology.

AB - This paper presents a methodology for a collaborative recommender system (RS). The methodology is based on the compatibility of groups of users defining their profiles via a qualitative order-of magnitude model. The distributive lattice structure of the space of qualitative descriptions is considered in defining the distance between existing users and the RSs new users. An application to movie recommendations is presented to show and compare the efficiency of the proposed methodology.

M3 - Contribution

T2 - 25th International Workshop on Qualitative Reasoning (QR 2011)

Y2 - 16 July 2011 through 18 July 2011

ER -

Using qualitative reasoning to model users profiles: An approach to movie recommendations

Resum

Conferència

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