The Architecture of ProMe Instant Question Answering System

Guangzhi Zhang, Tao Jiang, R. Bie, Xiaochun Liu, Zhichun Wang, Junyang Rao
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引用次数: 1

Abstract

An instant question answering system ProMe is proposed in this paper which sets automated question answering system as prototype and combines with the search engines and instant messenger. For any question queried by a user, ProMe looks for the answers in the flow of three methods. The first one is to match questions in FAQ database with TF-IDF (Term Frequency-Inverse Document Frequency) algorithm. If still not found, submit it to some search engines and get the answers by extracting information from the web pages returned by the search engine. If the answer is not found or not satisfied after evaluation, it will be sent to other users who are probably interested in it through instant messengers, and get the final answers. Experimental results show that ProMe greatly improves the effectiveness of the automated question answering systems. It can be applied for information searching to provide real-time and personalized information search services for mobile Internet users.
ProMe即时问答系统的体系结构
本文提出了一个以自动问答系统为原型,结合搜索引擎和即时通讯工具的即时问答系统ProMe。对于用户查询的任何问题,ProMe在三个方法的流程中查找答案。第一种是用TF-IDF (Term Frequency- inverse Document Frequency)算法对FAQ数据库中的问题进行匹配。如果仍然没有找到,提交给一些搜索引擎,通过从搜索引擎返回的网页中提取信息来获得答案。如果没有找到答案或评估后不满意,将通过即时通讯工具发送给可能感兴趣的其他用户,并获得最终答案。实验结果表明,ProMe大大提高了自动问答系统的效率。可应用于信息搜索,为移动互联网用户提供实时、个性化的信息搜索服务。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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