基于最小成本共识模型的群体推荐

Raciel Yera, Álvaro Labella, Jorge Castro, L. Martínez
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引用次数: 3

摘要

小组推荐系统(GRSs)最近引起了研究人员和业界的关注。他们专注于推荐满足一个群体的全球偏好的项目,电视节目和度假套餐就是这些场景的典型例子。虽然已经建立了grs的几种基本方法,但也已经确定了处理小组内部关于建议的冲突的局限性,因此,有必要以更深入的方式管理小组成员之间的共识,以提高对建议的商定满意度。目前的贡献集中于建议在全球遥感系统情景中应用最低费用协商一致模式以实现这一目标。案例研究将表明,这种共识模型对小组对建议的满意度有积极影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On group recommendation supported by a minimum cost consensus model
Group recommender systems (GRSs) have recently attracted the attention from researchers and industry. They focused on recommending items which satisfy the global preferences of a group, being TV programs and holidays packages typical examples of these scenarios. Although there have been established several basic approaches for GRSs, it has been also identified the limitation about dealing with conflicts about the recommendation within the groups and hence, the necessity of managing in a deeper way the consensus among the group members to improve the agreed satisfaction of the recommendations. The current contribution is focused on proposing the application of the minimum cost consensus model in the GRS scenario for achieving such objective. A case study will show that this consensus model positively influences the groups’ satisfaction about the recommendations.
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