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Identifying different chat topics in a communication channel using cognitive data science

机译:使用认知数据科学识别交流渠道中的不同聊天主题

摘要

A mechanism is provided in a data processing system to implement a chat topic identification system for identifying chat topics in a multi-user messaging platform. The chat topic identification system receives a plurality of chat messages submitted to a communication channel in the multi-user messaging platform, performs cognitive content language analysis, cognitive personality analysis, cognitive tone analysis, social data analysis, and conversation feature analysis. The chat topic identification system stores results in a user profile associated with the user to form a user profile. A new conversation prediction engine determines a conversation separation score representing a likelihood that a new conversation is being started in the communication channel. A new conversation separation recommendation engine generates a conversation separation recommendation based on the conversation separation score.
机译:在数据处理系统中提供了一种机制,以实现用于在多用户消息传递平台中识别聊天主题的聊天主题识别系统。聊天主题识别系统接收在多用户消息传递平台中提交给通信信道的多个聊天消息,执行认知内容语言分析,认知个性分析,认知语调分析,社交数据分析和对话特征分析。聊天主题识别系统将结果存储在与用户相关联的用户配置文件中,以形成用户配置文件。新的对话预测引擎确定代表在通信信道中开始新对话的可能性的对话分离分数。新的对话分离推荐引擎基于对话分离得分来生成对话分离推荐。

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