X-Learn: An XML-Based, Multi-agent System for Supporting "User-Device" Adaptive E-learning

TL;DR

X-Learn is an XML-based multi-agent e-learning system that adapts to user profiles, devices, and learning contexts, demonstrating flexibility and effectiveness through experimental evaluation.

Contribution

It introduces a novel, flexible, device-adaptive e-learning system leveraging XML technology and multi-agent architecture, with detailed user profiling and dynamic content adaptation.

Findings

Demonstrated effective device-adaptive learning content delivery.

Showed high flexibility and responsiveness to user profiles.

Compared favorably with existing e-learning management systems.

Abstract

In this paper we present X-Learn, an XML-based, multi-agent system for supporting "user-device" adaptive e-learning. X-Learn is characterized by the following features: (i) it is highly subjective, since it handles quite a rich and detailed user profile that plays a key role during the learning activities; (ii) it is dynamic and flexible, i.e., it is capable of reacting to variations of exigencies and objectives; (iii) it is device-adaptive, since it decides the learning objects to present to the user on the basis of the device she/he is currently exploiting; (iv) it is generic, i.e., it is capable of operating in a large variety of learning contexts; (v) it is XML based, since it exploits many facilities of XML technology for handling and exchanging information connected to e-learning activities. The paper reports also various experimental results as well as a comparison between X-Learn and other related e-learning management systems already presented in the literature.