Contextualizing Multimedia Semantics Towards Personalised eLearning
نویسندگان
چکیده
Recent developments of the Internet and the World Wide Web (WWW) have resulted in the proliferation of multi-media resources and learning with existing multimedia web resources on the Web is becoming more prevalent and important. While recent standardization efforts in eLearning such as LOM, SCORM, and IMS Learning Design work towards learning content description, packaging, and delivery; existing eLearning solutions still lack the ability to adequately use multi-media resources to provide a learner with personalised learning resources. Effective use of multimedia for web-based learning provides quality interactive learning experience, but current techniques does not adequately provide a semantic approach for organising multimedia resources. With evolving trend in learning through the use of web technology, eLearning systems are expected to provide personalised learning resources for effective learning. We have accordingly proposed a way of organising existing multimedia resources based on contexts towards providing a truly personalised eLearning experience. This paper presents a framework for achieving contextbased multimedia semantic annotation and organisation towards personalised learning.
منابع مشابه
eLearning Without Borders - A Support Framework for Reusing Educational Strategies
Education is seen as a key enabler in forming and sustaining knowledge-based economies. Such economies have their competitive edge in the skills and capabilities of the knowledge workers in that economy. However, the effort and scale required to sustain such knowledge workers must inevitably rely on more than just traditional educational means. Personalised eLearning is seen as a key element fo...
متن کاملFundamental Requirements of Personalised eLearning Development Environments
Although personalised eLearning can offer many tangible benefits to the entire educational process such as teacher and learner empowerment [Conlan et. al. 2004] [Bajraktarevic et. al. 2003], educational community collaboration and tailored eLearning delivered just in time and just for you, several issues restrict its mainstream appeal. These issues relate to the technical coordination of buildi...
متن کاملCritical Success Factors for eLearning Delivery
This paper will focus on issues relating to the delivery of elearning, using the delivery of a technology based college course to students in the workplace. The issues addressed include on-line learner skills and support, the effective and appropriate use of multimedia, the use of simulation, ICT requirements and tutor skills and training. On-line learning's opportunities for more personalised ...
متن کاملSaudi Arabian Cultural Factors and Personalised Elearning
With the support of the internet, many institutes in various countries have adopted the idea of introducing a web-based education system. In many countries, the government implements initiatives pushing eLearning solutions forward, such as in Europe (e.g, the UK, Malaysia and Singapore, but also in the Arab world (e.g., in Saudi Arabia and Kuwaiti). However, as a late comer to eLearning, Saudi ...
متن کاملJoBimText Visualizer: A Graph-based Approach to Contextualizing Distributional Similarity
We introduce an interactive visualization component for the JoBimText project. JoBimText is an open source platform for large-scale distributional semantics based on graph representations. First we describe the underlying technology for computing a distributional thesaurus on words using bipartite graphs of words and context features, and contextualizing the list of semantically similar words t...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- JDIM
دوره 5 شماره
صفحات -
تاریخ انتشار 2007