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Cognitive Interactive Search Based on Personalized User Model and Context

机译:基于个性化用户模型和上下文的认知交互式搜索

摘要

Mechanisms, in a Question and Answer (QA) system, are provided for performing a personalized context based search of a corpus of information. A question is received, by the QA system, from a first user via a source device. A first user profile associated with the first user, which specifies a personality trait of the first user, is retrieved. First candidate answers to the original question are generated based on a search of a corpus and second users having a similar personality trait to the personality trait of the first user are identified. Similar questions to that of the original question, which were previously submitted to the QA system by the one or more second users are identified. Second candidate answers based on the one or more similar questions are generated by the QA system. A final answer based on the first candidate answers and the second candidate answers is generated and output to the user via the source device.
机译:在问答(QA)系统中,提供了用于对信息语料库进行基于个性化上下文的搜索的机制。 QA系统通过源设备从第一用户接收到问题。检索与第一用户相关联的第一用户简档,其指定第一用户的个性特征。基于语料库的搜索,生成对原始问题的第一候选答案,并识别出具有与第一用户的个性特征相似的个性特征的第二用户。确定与先前由一个或多个第二用户提交给质量检查系统的原始问题类似的问题。质量检查系统会根据一个或多个类似问题生成第二个候选答案。基于第一候选答案和第二候选答案的最终答案被生成并经由源设备输出给用户。

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