A generic component for exchanging user models between web-based systems
A generic component for exchanging user models between web-based systems
复制标题
用于在基于 Web 的系统之间交换用户模型的通用组件
DOI：
10.1504/ijceell.2006.008918
复制
发表时间：
2006
影响因子：
1.6
通讯作者：
G. Houben
中科院分区：
文献类型：
--
作者：
Kam Kees van der Sluijs;G. Houben
基于网络的教育系统满足了日益增长的个性化需求。适合个人用户的应用程序需要一个包含尽可能准确的数据的用户模型。在网络上，学习者使用多种教育系统，并将时间花在许多应用程序上：这些应用程序在用户建模方面受到单独限制，但可以通过联合力量获得收益。这归结为建立用户或学习者模型的语义互操作性。虽然语义互操作性很难，但新兴的语义网（SW）可能会提供我们所需的机制。在本文中，我们开发的通用用户模型组件（GUC）：一个通用的软件，利用软件技术来支持应用程序之间的用户模型数据的交换。对于语义上有效的用户模型交换，GUC允许配置用户模型之间映射的分布式管理。因此，应用程序可以选择不同级别的统一用户模型，以最大限度地提高其个性化。
Educational web-based systems exemplify the increasing need for personalisation. Applications that adapt to individual users need a model of the user that contains as accurate data as possible. On the web, learners use multiple educational systems and spend their time over many applications: these are individually limited in their user modelling but can gain from joining forces. This boils down to establishing semantic interoperability of user or learner models. While semantic interoperability is hard, the emerging Semantic Web (SW) might offer just the mechanisms we need. In this paper, we develop the Generic User model Component (GUC): a generic software that utilises SW technology to support the exchange of user model data between applications. For a semantically effective user model exchange, GUC allows the configuration of a distributed management of mappings between user models. Thus, applications can choose different levels of uniting user models to maximise their personalisation.