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SYSTEM AND METHOD FOR RECOMMENDING STICKERS IN A SOCIAL NETWORKING APPLICATION

机译:在社交网络应用中推荐贴纸的系统和方法

摘要

The present invention provides a method [200] and system [100] for recommending stickers in a social networking application. The system [100] includes a memory [102], at least one processor [104] connected to the memory [102], a clustering unit [106] and a sticker recommendation unit [108]. The clustering unit [106] is configured to receive at least one conversation history and extract at least one message set from the conversation history. The clustering unit [106] is further configured to train at least one model configured to compute a representation for a message in the message set and generate at least one message cluster based on the representation created by the trained model. The sticker recommendation unit [108] is configured to recommend one or more stickers based on a predicted cluster, wherein a classification model is used to predict the cluster.
机译:本发明提供一种用于在社交网络应用中推荐贴纸的方法[200]和系统[100]。系统[100]包括存储器[102],连接到存储器[102]的至少一个处理器[104],聚类单元[106]和标签推荐单元[108]。群集单元[106]被配置为接收至少一个对话历史并从对话历史中提取至少一个消息集。聚类单元[106]还被配置为训练至少一个模型,该至少一个模型被配置为计算消息集中的消息的表示,并基于由训练后的模型创建的表示来产生至少一个消息集群。贴纸推荐单元[108]被配置为基于预测的聚类推荐一个或多个贴纸,其中分类模型用于预测聚类。

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