基于关联数据的个性化问答

Anas El-Ansari, Mohamed El Fissaoui, A. Beni-Hssane
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引用次数: 2

摘要

个性化问答系统旨在根据每个用户的兴趣和偏好为其问题提供量身定制的答案。构建这样的系统主要依赖于创建代表实际用户兴趣的用户配置文件。本文提出了一种基于大规模本体的个性化开放域问答系统。此外,我们还描述了系统的主要组成部分,以及基于用户配置文件以个性化方式处理用户问题所使用的技术。为了评估我们的系统,我们引入了一种基于用户反馈的以用户为中心的方法。结果表明,当用户的个人资料被用于个性化答案时,用户的满意度有了显著提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Personalized question-answering over linked data
A Personalized question-answering system aims to provide tailor-made answers for each user's question according to his interests and preferences. Building such a system depends essentially on creating user profiles that represent actual user interests. In this paper, we present a personalized open-domain question-answering system based on large scale ontologies. Furthermore, we describe the main components of our system and the techniques used for handling user's questions in a personalized approach based on the user profile. To evaluate our system, we introduce a user-centered methodology based on the users’ feedback. The results show a significant improvement in users’ satisfaction when their profiles are used to personalize answers.
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