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Providing Service-based Personalization in an Adaptive Hypermedia System

机译:在自适应超媒体系统中提供基于服务的个性化

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摘要

Adaptive hypermedia is one of the most popular approaches of personalized information access. When the field started to emerge, the expectation was that soon nearly all published hypermedia content could be adapted to the needs, preferences, and abilities of its users. However, after a decade and a half, the gap between the amount of total hypermedia content available and the amount of content available in a personalized way is still quite large.In this work we are proposing a novel way of speeding the development of new adaptive hypermedia systems. The gist of the approach is to extract the adaptation functionality out of the adaptive hypermedia system, encapsulate it into a standalone system, and offer adaptation as a service to the client applications. Such a standalone adaptation provider reduces the development of adaptation functionality to configuration and compliance and as a result creates new adaptive systems faster and helps serve larger user populations with adaptively accessible content.To empirically prove the viability of our approach, we developed PERSEUS - server of adaptation functionalities. First, we confirmed that the conceptual design of PERSEUS supports realization of a several of the widely used adaptive hypermedia techniques. Second, to demonstrate that the extracted adaptation does not create a significant computational bottleneck, we conducted a series of performance tests. The results show that PERSEUS is capable of providing a basis for implementing computationally challenging adaptation procedures and compares well with alternative, not-encapsulated adaptation solutions. As a result, even on modest hardware, large user populations can be served content adapted by PERSEUS.
机译:自适应超媒体是个性化信息访问的最流行方法之一。当这个领域开始出现时,人们期望不久后几乎所有已发布的超媒体内容都可以适应其用户的需求,喜好和能力。然而,在十年半之后,超媒体总可用内容量与以个性化方式获得的可用内容量之间的差距仍然很大。在这项工作中,我们提出了一种新颖的方法来加快新自适应技术的开发。超媒体系统。该方法的要点是从自适应超媒体系统中提取自适应功能,将其封装到一个独立的系统中,并将自适应作为服务提供给客户端应用程序。这样一个独立的适应提供者减少了对配置和合规性的适应功能的开发,从而更快地创建了新的适应系统,并通过适应性可访问的内容帮助服务于更大的用户群体。适应功能。首先,我们确认PERSEUS的概念设计支持多种广泛使用的自适应超媒体技术的实现。其次,为了证明提取的适应方法不会造成明显的计算瓶颈,我们进行了一系列性能测试。结果表明,PERSEUS能够为实施具有计算挑战性的自适应程序提供基础,并且可以与非封装自适应替代解决方案进行比较。结果,即使在适度的硬件上,也可以向大量用户提供PERSEUS改编的内容。

著录项

  • 作者

    Yudelson Michael V.;

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  • 年度 2010
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  • 原文格式 PDF
  • 正文语种 en
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