使用关联数据和对话来模拟用户的文化意识

R. Denaux, V. Dimitrova, L. Lau, P. Brna, D. Thakker, Christina M. Steiner
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引用次数: 8

摘要

跨文化能力是21世纪必不可少的技能。跨文化训练模拟器开发者面临的一个关键问题是需要提供适合学习者能力的相关学习经验。作为欧盟ImREAL项目的一部分,本文提出了一种快速评估学习者当前跨文化意识深度的对话方法。为了支持对话,关联数据被视为文化方面各种资源的丰富知识库。本文研究了语义技术如何被用于:(a)从DBpedia中提取出一组具体的文化相关事实,这些事实可以与各种文化群体和学习者联系起来;(b)在选定的一组文化主题上对学习者的知识进行建模;(c)为文化意识提供一种新颖的、自适应的、用户友好的用户建模对话。该方法的可用性和有用性由CrowdFlower和Expert Inspection进行评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Employing linked data and dialogue for modelling cultural awareness of a user
Intercultural competence is an essential 21st Century skill. A key issue for developers of cross-cultural training simulators is the need to provide relevant learning experience adapted to the learnerfis abilities. This paper presents a dialogic approach for a quick assessment of the depth of a learner's current intercultural awareness as part of the EU ImREAL project. To support the dialogue, Linked Data is seen as a rich knowledge base for a diverse range of resources on cultural aspects. This paper investigates how semantic technologies could be used to: (a) extract a pool of concrete culturally-relevant facts from DBpedia that can be linked to various cultural groups and to the learner, (b) model a learner's knowledge on a selected set of cultural themes and (c) provide a novel, adaptive and user-friendly, user modelling dialogue for cultural awareness. The usability and usefulness of the approach is evaluated by CrowdFlower and Expert Inspection.
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