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Clusters for rapid artist-audience matching

机译:快速进行艺术家与观众匹配的聚类

摘要

The invention involves clusters or hubs each comprising multiple works for which human beings might express taste-based preferences.;The items are grouped in clusters in such a way that the works most in accordance with the tastes of any particular individual person will tend to be in a small number of these clusters out of the overall collection. In this way, clusters can be used to help the person find items that he is not previously familiar with but that he will probably like.;The clustering of works is optimized by human effort, software, or both. By way of example, a methodology for doing this using the principle of information transfer as described in the theory of Shannon entropy is explained. When human effort is used to perform the optimization, facilities are provided for using such principles to determine whether a human-suggested change actually improves the clustering.;Facilities are provided whereby the optimization work may be distributed across multiple machines.;Facilities are provided whereby artists may introduce new works to the system and quickly make them known to the people who are likely to enjoy them. Facilities are provided whereby users can easily receive recommendations for works they are likely to enjoy.
机译:本发明涉及集群或枢纽,每个集群或枢纽包括人类可能表达其基于品味的喜好的多个作品。这些项目以集群的形式分组,使得最符合任何特定个人品味的作品趋向于是在整个集合中只有少数这些集群。通过这种方式,群集可以用来帮助人们找到他以前不熟悉但可能会喜欢的物品。;作品的群集是通过人工,软件或两者共同优化的。通过示例的方式,说明了使用如香农熵理论中所述的信息传递原理进行此操作的方法。当使用人工来执行优化时,将提供使用这些原理来确定人为建议的变更是否真正改善了集群的工具。提供的工具可将优化工作分布在多台计算机上。艺术家可能会向该系统介绍新作品,并迅速将它们发布给可能会喜欢它们的人们。提供了便利,使用户可以轻松收到他们可能喜欢的作品的推荐。

著录项

  • 公开/公告号US7860741B1

    专利类型

  • 公开/公告日2010-12-28

    原文格式PDF

  • 申请/专利权人 GARY ROBINSON;

    申请/专利号US20060423577

  • 发明设计人 GARY ROBINSON;

    申请日2006-06-12

  • 分类号G06F17/30;

  • 国家 US

  • 入库时间 2022-08-21 18:07:54

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