A Semantic Web Service Oriented Framework for Adaptive Learning Environments

نویسندگان

  • Stefan Dietze
  • Alessio Gugliotta
  • John Domingue
چکیده

The current state of the art in supporting e-learning objectives is primarily based on providing a learner with learning content by using metadata standards. Due to this approach, several issues have to be taken into account – e. g. limited re-usability across different standards and learning contexts and high development costs. To overcome these issues, this paper describes an innovative semantic web service-oriented framework aimed at changing this dataand metadata-based paradigm to a highly dynamic service-oriented approach. Instead of providing a learner with static data, our approach is based on fulfilling learning objectives based on a dynamic supply of services. Therefore, we introduce a semantic layer architecture to abstract from existing learning data as well as process metadata standards by using Semantic Web Service (SWS) technology. Furthermore, our approach is based on abstract and reusable learning process models describing a learning process semantically as a composition of learning goals. Based on the formal semantic descriptions of learning goals as well as web services, services appropriate to achieve a specific learning goal can be selected, composed and invoked dynamically. This supports a high level of re-usability since a dynamic adaptation to different learning contexts and requirements of individual learners is achieved while utilizing standard-compliant learning applications. To illustrate the application of our approach, we describe a prototypical implementation utilizing the introduced approach based on the SWS framework WSMO.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Adaptive Information Analysis in Higher Education Institutes

Information integration plays an important role in academic environments since it provides a comprehensive view of education data and enables mangers to analyze and evaluate the effectiveness of education processes. However, the problem in the traditional information integration is the lack of personalization due to weak information resource or unavailability of analysis functionality. In this ...

متن کامل

Adaptive Information Analysis in Higher Education Institutes

Information integration plays an important role in academic environments since it provides a comprehensive view of education data and enables mangers to analyze and evaluate the effectiveness of education processes. However, the problem in the traditional information integration is the lack of personalization due to weak information resource or unavailability of analysis functionality. In this ...

متن کامل

CHIME: Service-oriented Framework for Adaptive Web-based Systems

In this paper we present our view on how the current development of knowledge engineering in the context of Semantic Web can contribute to the better applicability, reusability and sharability of adaptive web-based systems. We propose a service-oriented framework for adaptive web-based systems, where the main goal is to help the semantic enrichment of the information search and usage process an...

متن کامل

A Novel Algorithm for SOA-based Cross-Layer QoS Support in Multiservice Heterogeneous Environments

There are many challenging issues involving in design of contemporary networking systems. The ultimate goal is to provide end-to-end Quality of Service (QoS) support in multidomain and multiservice interactive environments. The paper proposes an algorithmic framework for cross-layer QoS adaptation in multiservice heterogeneous environments (MHEs) based on Service-Oriented Architecture (SOA) pri...

متن کامل

A Semantic Web Services - based Infrastructure for Context - Adaptive Process

Current technologies aimed at supporting processes – whether it is a business or learning process – primarily follow a metadataand data-centric paradigm. Whereas process metadata is usually based on a specific standard specification – such as the Business Process Modeling Notation (BPMN) or the IMS Learning Design Standard – the allocation of resources is done manually at designtime, and the us...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2007