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SYSTEM AND METHOD FOR GENERATING AN ANSWER BASED ON CLUSTERING AND SENTENCE SIMILARITY

机译:基于聚类和句子相似度的答案生成系统和方法

摘要

A method and system for generating an answer to a question. The system includes a computing device. The computing device has a processor and a storage device storing computer executable code. The computer executable code, when executed at the processor, is configured to: receive the question inputted by a user regarding a product; extract target answers from a question-answer (QA) knowledge base using the question to form an answer set; extract user comments regarding the product from a comment database to form a comment set; cluster keywords in the answer set to obtain cluster centers; filter the answer set and the comment set using the cluster centers to obtain answer subset and comment subset; and generate the answer to the question from the comment subset, wherein the answer is selected from the comment subset and has high sentence similarity to sentences in the answer subset.
机译:一种生成问题答案的方法和系统。该系统包括计算设备。该计算设备具有处理器和存储计算机可执行代码的存储设备。所述计算机可执行代码在处理器处执行时被配置为:接收用户输入的关于产品的问题;以及使用问题从问题答案(QA)知识库中提取目标答案以形成答案集;从评论数据库中提取关于该产品的用户评论,以形成评论集;在答案集中对关键字进行聚类以获得聚类中心;利用聚类中心对答案集和评论集进行过滤,得到答案子集和评论子集;并从评论子集中生成问题的答案,其中,从评论子集中选择答案,并且与答案子集中的句子具有较高的句子相似度。

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