Observatorio de I+D+i UPM

Memorias de investigación
Research Publications in journals:
Evaluating social choice techniques into intelligent environments by agent based social simulation
Year:2014
Research Areas
  • Telematics
Information
Abstract
The primary hypothesis stated by this paper is that the use of social choice theory in Ambient Intelligence systems can improve significantly users' satisfaction when accessing shared resources. A research methodology based on agent based social simulations is employed to support this hypothesis and to evaluate these benefits. The result is a six-fold contribution summarized as follows. Firstly, several considerable differences between this application case and the most prominent social choice application, political elections, have been found and described. Secondly, given these differences, a number of metrics to evaluate different voting systems in this scope have been proposed and formalized. Thirdly, given the presented application and the metrics proposed, the performance of a number of well known electoral systems is compared. Fourthly, as a result of the performance study, a novel voting algorithm capable of obtaining the best balance between the metrics reviewed is introduced. Fifthly, to improve the social welfare in the experiments, the voting methods are combined with cluster analysis techniques. Finally, the article is complemented by a free and open-source tool, VoteSim, which ensures not only the reproducibility of the experimental results presented, but also allows the interested reader to adapt the case study presented to different environments.
International
Si
JCR
Si
Title
INFORMATION SCIENCES
ISBN
0020-0255
Impact factor JCR
3,643
Impact info
Cuartil Q1
Volume
286
10.1016/j.ins.2014.07.021
Journal number
From page
102
To page
124
Month
DICIEMBRE
Ranking
Index JCR 2013 3.893 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Participants
  • Autor: Emilio Serrano Fernandez (UPM)
  • Autor: Mercedes Garijo Ayestaran (UPM)
  • Autor: Carlos Angel Iglesias Fernandez (UPM)
Research Group, Departaments and Institutes related
  • Creador: Departamento: Ingeniería de Sistemas Telemáticos
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