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Towards Personalized Multilingual Information Access - Exploring the Browsing and Search Behavior of Multilingual Users

机译:走向个性化的多语言信息访问-探索多语言用户的浏览和搜索行为

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The shift from the originally English-language-dominated web towards a truly global world wide web has generated a pressing need to develop novel solutions that address multilingual user diversity. In particular, many web users today are polyglots, i.e. they are proficient in more than one language. However, little is known about the browsing and search habits of such users, and even less about how to best assist their multilingual behaviors through appropriate systems and tools. In order to gain a better understanding, this paper presents a survey of 385 polyglot web users, focusing specifically on the relationship between multiple language proficiency and browsing/search language choice. Results from the survey indicate that polyglot users make significant use of multiple languages during their daily browsing and searching, and that contextual factors such as language proficiency, usage purpose, and topic domain have a significant influence on their language choice and frequency. The paper provides a detailed analysis regarding each of these factors, and offers insights about how to support multilingual users through novel Personalized Multilingual Information Access systems.
机译:从最初以英语为主导的网站向真正的全球互联网的转变,迫切需要开发能够解决多语言用户多样性的新颖解决方案。特别地,当今许多网络用户是多语言的,即他们精通一种以上的语言。但是,对于此类用户的浏览和搜索习惯知之甚少,甚至如何通过适当的系统和工具来最好地帮助他们的多语言行为知之甚少。为了获得更好的理解,本文对385个多语种Web用户进行了调查,重点研究了多种语言能力与浏览/搜索语言选择之间的关系。调查结果表明,会说多种语言的用户在日常浏览和搜索过程中会大量使用多种语言,而语境因素(例如语言熟练程度,使用目的和主题领域)会对其语言选择和频率产生重大影响。本文提供了关于这些因素中每个因素的详细分析,并提供了有关如何通过新颖的个性化多语言信息访问系统支持多语言用户的见解。

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