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Towards Better Understanding Researcher Strategies in Cross-Lingual Event Analytics

机译:更好地了解跨语言事件分析中的研究人员策略

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With an increasing amount of information on globally important events, there is a growing demand for efficient analytics of multilingual event-centric information. Such analytics is particularly challenging due to the large amount of content, the event dynamics and the language barrier. Although memory institutions increasingly collect event-centric Web content in different languages, very little is known about the strategies of researchers who conduct analytics of such content. In this paper we present researchers' strategies for the content, method and feature selection in the context of cross-lingual event-centric analytics observed in two case studies on multilingual Wikipedia. We discuss the influence factors for these strategies, the findings enabled by the adopted methods along with the current limitations and provide recommendations for services supporting researchers in cross-lingual event-centric analytics.
机译:随着有关全球重要事件的信息量的增加,对以多种语言的事件为中心的信息进行高效分析的需求也日益增长。由于大量的内容,事件动态和语言障碍,此类分析尤其具有挑战性。尽管存储机构越来越多地以不同的语言收集以事件为中心的Web内容,但对于进行此类内容分析的研究人员的策略知之甚少。在本文中,我们介绍了研究人员针对跨语言事件中心分析的内容,方法和功能选择的策略,该策略在多语言Wikipedia的两个案例研究中观察到。我们讨论了这些策略的影响因素,采用的方法带来的发现以及当前的局限性,并为在跨语言事件中心分析中支持研究人员的服务提供了建议。

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