Dynamic Selection of Learning Objects Based on SCORM Communication

This paper presents a model to select Learning Objects in e-learning courses, based on multi-agent paradigm, aiming to facilitate the learning material reuse and adaptability on Learning Management Systems. The proposed model has a BDI multi-agent architecture, as an improvement of the Intelligent Learning Objects approach, allowing the dynamic selection of Learning Objects. As the first steps of our research, we implement a prototype to validate the proposed model using the JADEX BDI V3 platform. Thereafter, we extends the framework to allow the communication of the agents with SCORM standard resources, making possible to build enhanced dynamic learning experiences.

[1]  Zoran Budimac,et al.  Introducing adaptivity features to a regular learning management system to support creation of advanced elessons , 2010, Informatics Educ..

[2]  Jan Ladiges,et al.  Programming BDI Agents with Pure Java , 2014, MATES.

[3]  Miri Barak,et al.  Wandering: A Web-based platform for the creation of location-based interactive learning objects , 2013, Comput. Educ..

[4]  George D. Magoulas,et al.  Intelligent Learning Objects: An Agent Based Approach of Learning Objects , 2004, Intelligent Tutoring Systems.

[5]  Zoran Budimac,et al.  Applying Recommender Systems and Adaptive Hypermedia for e-Learning Personalizatio , 2013, Comput. Informatics.

[6]  Eugenijus Kurilovas,et al.  Recommending suitable learning scenarios according to learners' preferences: An improved swarm based approach , 2014, Comput. Hum. Behav..

[7]  Luis E. Anido-Rifón,et al.  PoEML: Modeling learning units through perspectives , 2014, Comput. Stand. Interfaces.

[8]  Thanassis Tiropanis,et al.  The Web in education , 2012, Comput. Networks.

[9]  Zorica Bogdanovic,et al.  Providing Adaptivity in Moodle LMS Courses , 2012, J. Educ. Technol. Soc..

[10]  Rosa Maria Vicari,et al.  Intelligent Learning Objects , 2004, Information and Communication Technologies and Real-Life Learning.

[11]  Essaid El Bachari,et al.  E-LEARNING PERSONALIZATION BASED ON DYNAMIC LEARNERS ' PREFERENCE , 2011 .

[12]  Chih-Ming Chen,et al.  Intelligent web-based learning system with personalized learning path guidance , 2008, Comput. Educ..

[13]  Ralph Johnson,et al.  design patterns elements of reusable object oriented software , 2019 .

[14]  Ardeshir Bahreininejad,et al.  A context-aware adaptive learning system using agents , 2011, Expert Syst. Appl..

[15]  P Giuffra,et al.  A multi-agent system model to integrate Virtual Learning Environments and Intelligent Tutoring Systems , 2013 .

[16]  Ricardo Azambuja Silveira,et al.  Dynamic e-Learning Content Selection with BDI Agents , 2015, PAAMS.

[17]  Luis E. Anido-Rifón,et al.  Creating the first SCORM object , 2008, Comput. Educ..

[18]  Joaquim A. Jorge,et al.  Interoperable Intelligent Tutoring Systems as Open Educational Resources , 2013, IEEE Transactions on Learning Technologies.

[19]  Michael Wooldridge,et al.  An Introduction to MultiAgent Systems John Wiley & Sons , 2002 .

[20]  Martin V. Butz,et al.  Advanced Distributed Learning , 2012 .

[21]  Ronaldo Lima Rocha Campos,et al.  Multiagent Based Recommendation System Model for Indexing and Retrieving Learning Objects , 2013, PAAMS.