EvalUMAP 2019主席的欢迎和组织

Bilal Yousuf, Liadh Kelly
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引用次数: 0

摘要

用户建模、适应和个性化领域的研究面临着许多重大的科学挑战。这些挑战中最重要的一个是比较评价问题。严格比较不同的个性化方法总是很困难的,因为由此产生的系统的功能,就其本质而言,受到参与试验系统的用户行为的严重影响。在这一领域开展比较评估将是一个巨大的进步,因为它可以实现跨研究的共享比较。本次研讨会旨在制定将在UMAP 2020之前发布的初始共享任务,为参与者提供测试和调整系统并完成任务的机会,以便为UMAP 2020准备和提交比较结果和相关出版物。
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EvalUMAP 2019 Chairs' Welcome & Organization
Research in the areas of User Modelling, Adaptation and Personalization faces a number of significant scientific challenges. One of the most significant of these challenges is the issue of comparative evaluation. It has always been difficult to rigorously compare different approaches to personalization, as the function of the resulting systems is, by their nature, heavily influenced by the behavior of the users involved in trialing the systems. Developing comparative evaluations in this space would be a huge advancement as it would enable shared comparison across research. This workshop aims to develop initial shared task(s) that will be published ahead of UMAP 2020, providing opportunity for participants to test and tune their systems and complete the task in order for comparative results and associated publications to be prepared for and presented at UMAP 2020.
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