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Crowd Sourced Trends and Recommendations

机译:人群采购趋势和建议

摘要

Detecting trends is provided. The method comprises receiving, from a number of data sources, data regarding choices of people at a number of specified events and public places and determining, according to a number of clustering algorithms, trend clusters according to data received from the data sources cross-referenced to defined event types and place types. Customer profile data and preferences are received from a number of registered customers through user interfaces, and a number of customer clusters according to the customer profile data and preferences are determined according to clustering algorithms. Correlation rules are calculated between the trend clusters and the customer clusters. A number of trend predictions and recommendations are then sent to a user regarding a number of specified events or time frames according to the correlation rules.
机译:提供了检测趋势。该方法包括从多个数据源接收关于在许多指定事件和公共场所的人员中的选择的数据以及根据多个聚类算法确定,根据从数据源接收的数据交叉引用的数据到定义的事件类型和放置类型。通过用户界面从多个注册客户接收客户配置文件数据和偏好,并且根据客户配置文件数据和首选项的许多客户群集根据聚类算法确定。趋势集群与客户集群之间计算相关规则。然后根据相关规则向用户发送关于多个指定事件或时间帧的许多趋势预测和推荐。

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