Intelligent Learning System Based on SCORM Learning Objects
نویسندگان
چکیده
This paper shows the creation of the adaptive SCORM sequencing models, taking advantage of the latest developments offered by the artificial intelligence field, to provide the best choice to the student, based in learning objects, using a tutor model in self learning. The Tutor uses decision networks also called influence diagrams, to improve the development of resources and learning materials in a learning content management system, to offer students the best pedagogical decision according to their performance. The intelligent learning system is validated in an online environment. The results of the evaluation process in undergraduate engineering courses are encouraging because they show improvements in student's learning who used this approach, compared to those who did not use it. The paper also shows the potential application of this learning approach for power system's operators.
منابع مشابه
SCORM Cloud for an Advanced Sequencing of Learning Objects on LMS Moodle Platform
In this research work, the results obtained from the SCORM Cloud module verification in a learning platform (Learning Management System) Moodle 1.9.19, are presented. For this module verification, learning objects based on standard SCORM 2004 Fourth Edition were used, with sequencing according to ADL proposed template 10 and whose sequencing process was developed in a previous, published, resea...
متن کاملContent Adaptation in Mobile Learning Environments
In this paper, the authors present their proposal for adaptation of educational contents of learning objects to a particular mobile device and a specific learner. Content adaptation in mobile learning objects implies user adaptation and device adaptation, and requires additional metadata categories in comparison with SCORM 2004. This learning object content model, ALMA (A Learning content Model...
متن کاملPersonalized Learning Objects Recommendation based on the Semantic-Aware Discovery and the Learner Preference Pattern
With vigorous development of the Internet, especially the web page interaction technology, distant E-learning has become more and more realistic and popular. Digital courses may consist of many learning units or learning objects and, currently, many learning objects are created according to SCORM standard. It can be seen that, in the near future, a vast amount of SCORM-compliant learning object...
متن کاملDynamic Sequencing of Learning Objects
This paper describes a prototype of a learning management system we have developed following the Sharable Content Object Reference Model (SCORM) by the Advanced Distributed Learning Initiative. The system is able to deliver the learning objects composing a course either by following the organization defined in the course’s manifesto, or by dynamically choosing the sequence in which the learning...
متن کاملSequencing of Learning Objects based on SCORM Using cmi Elements and JavaScript
In this research work a method for sequencing learning objects based on the SCORM standard using cmi tracking elements from this standard and javascript programming language, is presented. Advanced sequencing rules, dependent on student performance are achieved with SCORM 1.2, surpassing the present capabilities of learning objects in learning management systems. An analysis of a case study is ...
متن کامل