2026-06-27T22:47:57Zhttps://docta.ucm.es/rest/oai/requestoai:docta.ucm.es:20.500.14352/948242025-05-07T00:08:05Zcom_20.500.14352_14col_20.500.14352_20
Docta Complutense
author
Quijano-Sanchez, Lara
author
Recio García, Juan Antonio
author
Díaz Agudo, María Belén
2024-01-23T15:09:07Z
2024-01-23T15:09:07Z
2010
J. A. Recio-García, L. Quijano-Sánchez and B. Díaz-Agudo, "Personality and Social Trust in Group Recommendations," in 2012 IEEE 24th International Conference on Tools with Artificial Intelligence, Arras, France, 2010, pp. 121-126, doi: 10.1109/ICTAI.2010.92.
1082-3409
10.1109/ICTAI.2010.92
https://hdl.handle.net/20.500.14352/94824
https://doi.org/10.1109/ICTAI.2010.92
In this paper we describe some new ideas to improve recommendations to groups of people. Our approach maximizes the global satisfaction for the group taking into account people personality and the social relationships among people in the group. We present some results with two cases of study based on the movie recommendation domain with heterogeneous groups. The first case study uses synthetically generated groups of people to test how the group composition affects the accuracy of the recommendation. Our second case study uses real users and groups where the topology of the groups is based on a social network. This second case of study with real users confirms the wide conclusions of the preliminary experiment with synthetic data, which allows us to conclude that it is possible to realize trustworthy experiments with synthetic data.
eng
Attribution-NonCommercial-NoDerivatives 4.0 International
Personality and Social Trust in Group Recommendations
conference paper
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URL
https://docta.ucm.es/bitstreams/e2138b68-0e20-4fc5-b66d-5d5aad404c1c/download
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application/pdf
Personality_and_Social_Trust.pdf
URL
https://docta.ucm.es/bitstreams/f390bb26-3df1-406f-9f1a-4a07c7b5bd12/download
File
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1- 2010 Ictai.pdf.txt